0001 Feature Extraction - PCAP2CSV/01.1 Aalto feature extraction IoTDevID.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "UKYEBdPfw817"
   },
   "source": [
    "### You can access the  Aalto University IoT devices captures  data used in our study from the link below.\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "[ Aalto University IoT devices captures ](https://research.aalto.fi/en/datasets/iot-devices-captures)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import zipfile\n",
    "import os\n",
    "import shutil"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def folder(f_name): #this function creates a folder named \"attacks\" in the program directory.\n",
    "    try:\n",
    "        if not os.path.exists(f_name):\n",
    "            os.makedirs(f_name)\n",
    "    except OSError:\n",
    "        print (\"The folder could not be created!\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "path=\"captures_IoT_Sentinel.zip\"\n",
    "with zipfile.ZipFile(path, 'r') as zip_ref:\n",
    "    zip_ref.extractall(\"./\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['./captures_IoT_Sentinel/Aria\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-B-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-B-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-B-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-B-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-B-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-16-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-17-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-18-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-19-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-20-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-B-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-B-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-B-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-B-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-B-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-16-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-17-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-18-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-19-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-16-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-17-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-18-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-19-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-A-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam2\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam2\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam2\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam2\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam2\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam2\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam2\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam2\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-16-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-17-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-18-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-16-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-17-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-18-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-19-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-20-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-16-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-17-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-18-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-19-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-20-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-A-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch2\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch2\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch2\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch2\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch2\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch2\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch2\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch2\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch2\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch2\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-16-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-17-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-18-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-19-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-9-STA.pcap']"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "path=\"./captures_IoT_Sentinel/\"\n",
    "def find_the_way(path,file_format):\n",
    "    files_add = []\n",
    "    # r=root, d=directories, f = files\n",
    "    for r, d, f in os.walk(path):\n",
    "        for file in f:\n",
    "            if file_format in file:\n",
    "                files_add.append(os.path.join(r, file))  \n",
    "    return files_add\n",
    "files_add=find_the_way(path,'.pcap')\n",
    "files_add"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "550"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(files_add)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 ./captures_IoT_Sentinel/Aria\\Setup-A-1-STA.pcap\n",
      "1 ./captures_IoT_Sentinel/Aria\\Setup-A-2-STA.pcap\n",
      "2 ./captures_IoT_Sentinel/Aria\\Setup-A-3-STA.pcap\n",
      "3 ./captures_IoT_Sentinel/Aria\\Setup-A-4-STA.pcap\n",
      "4 ./captures_IoT_Sentinel/Aria\\Setup-A-5-STA.pcap\n",
      "5 ./captures_IoT_Sentinel/Aria\\Setup-C-1-STA.pcap\n",
      "6 ./captures_IoT_Sentinel/Aria\\Setup-C-10-STA.pcap\n",
      "7 ./captures_IoT_Sentinel/Aria\\Setup-C-11-STA.pcap\n",
      "8 ./captures_IoT_Sentinel/Aria\\Setup-C-12-STA.pcap\n",
      "9 ./captures_IoT_Sentinel/Aria\\Setup-C-13-STA.pcap\n",
      "10 ./captures_IoT_Sentinel/Aria\\Setup-C-14-STA.pcap\n",
      "11 ./captures_IoT_Sentinel/Aria\\Setup-C-15-STA.pcap\n",
      "12 ./captures_IoT_Sentinel/Aria\\Setup-C-2-STA.pcap\n",
      "13 ./captures_IoT_Sentinel/Aria\\Setup-C-3-STA.pcap\n",
      "14 ./captures_IoT_Sentinel/Aria\\Setup-C-4-STA.pcap\n",
      "15 ./captures_IoT_Sentinel/Aria\\Setup-C-5-STA.pcap\n",
      "16 ./captures_IoT_Sentinel/Aria\\Setup-C-6-STA.pcap\n",
      "17 ./captures_IoT_Sentinel/Aria\\Setup-C-7-STA.pcap\n",
      "18 ./captures_IoT_Sentinel/Aria\\Setup-C-8-STA.pcap\n",
      "19 ./captures_IoT_Sentinel/Aria\\Setup-C-9-STA.pcap\n",
      "20 ./captures_IoT_Sentinel/D-LinkCam\\Setup-A-1-STA.pcap\n",
      "21 ./captures_IoT_Sentinel/D-LinkCam\\Setup-A-2-STA.pcap\n",
      "22 ./captures_IoT_Sentinel/D-LinkCam\\Setup-A-3-STA.pcap\n",
      "23 ./captures_IoT_Sentinel/D-LinkCam\\Setup-A-4-STA.pcap\n",
      "24 ./captures_IoT_Sentinel/D-LinkCam\\Setup-A-5-STA.pcap\n",
      "25 ./captures_IoT_Sentinel/D-LinkCam\\Setup-B-1-STA.pcap\n",
      "26 ./captures_IoT_Sentinel/D-LinkCam\\Setup-B-2-STA.pcap\n",
      "27 ./captures_IoT_Sentinel/D-LinkCam\\Setup-B-3-STA.pcap\n",
      "28 ./captures_IoT_Sentinel/D-LinkCam\\Setup-B-4-STA.pcap\n",
      "29 ./captures_IoT_Sentinel/D-LinkCam\\Setup-B-5-STA.pcap\n",
      "30 ./captures_IoT_Sentinel/D-LinkCam\\Setup-C-1-STA.pcap\n",
      "31 ./captures_IoT_Sentinel/D-LinkCam\\Setup-C-10-STA.pcap\n",
      "32 ./captures_IoT_Sentinel/D-LinkCam\\Setup-C-2-STA.pcap\n",
      "33 ./captures_IoT_Sentinel/D-LinkCam\\Setup-C-3-STA.pcap\n",
      "34 ./captures_IoT_Sentinel/D-LinkCam\\Setup-C-4-STA.pcap\n",
      "35 ./captures_IoT_Sentinel/D-LinkCam\\Setup-C-5-STA.pcap\n",
      "36 ./captures_IoT_Sentinel/D-LinkCam\\Setup-C-6-STA.pcap\n",
      "37 ./captures_IoT_Sentinel/D-LinkCam\\Setup-C-7-STA.pcap\n",
      "38 ./captures_IoT_Sentinel/D-LinkCam\\Setup-C-8-STA.pcap\n",
      "39 ./captures_IoT_Sentinel/D-LinkCam\\Setup-C-9-STA.pcap\n",
      "40 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-A-1-STA.pcap\n",
      "41 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-A-2-STA.pcap\n",
      "42 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-A-3-STA.pcap\n",
      "43 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-A-4-STA.pcap\n",
      "44 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-A-5-STA.pcap\n",
      "45 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-C-1-STA.pcap\n",
      "46 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-C-10-STA.pcap\n",
      "47 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-C-11-STA.pcap\n",
      "48 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-C-12-STA.pcap\n",
      "49 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-C-13-STA.pcap\n",
      "50 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-C-14-STA.pcap\n",
      "51 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-C-15-STA.pcap\n",
      "52 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-C-2-STA.pcap\n",
      "53 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-C-3-STA.pcap\n",
      "54 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-C-4-STA.pcap\n",
      "55 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-C-5-STA.pcap\n",
      "56 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-C-6-STA.pcap\n",
      "57 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-C-7-STA.pcap\n",
      "58 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-C-8-STA.pcap\n",
      "59 ./captures_IoT_Sentinel/D-LinkDayCam\\Setup-C-9-STA.pcap\n",
      "60 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-1-STA.pcap\n",
      "61 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-10-STA.pcap\n",
      "62 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-11-STA.pcap\n",
      "63 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-12-STA.pcap\n",
      "64 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-13-STA.pcap\n",
      "65 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-14-STA.pcap\n",
      "66 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-15-STA.pcap\n",
      "67 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-16-STA.pcap\n",
      "68 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-17-STA.pcap\n",
      "69 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-18-STA.pcap\n",
      "70 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-19-STA.pcap\n",
      "71 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-2-STA.pcap\n",
      "72 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-20-STA.pcap\n",
      "73 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-3-STA.pcap\n",
      "74 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-4-STA.pcap\n",
      "75 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-5-STA.pcap\n",
      "76 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-6-STA.pcap\n",
      "77 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-7-STA.pcap\n",
      "78 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-8-STA.pcap\n",
      "79 ./captures_IoT_Sentinel/D-LinkDoorSensor\\Setup-C-9-STA.pcap\n",
      "80 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-A-1-STA.pcap\n",
      "81 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-A-2-STA.pcap\n",
      "82 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-A-3-STA.pcap\n",
      "83 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-A-4-STA.pcap\n",
      "84 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-A-5-STA.pcap\n",
      "85 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-C-1-STA.pcap\n",
      "86 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-C-10-STA.pcap\n",
      "87 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-C-11-STA.pcap\n",
      "88 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-C-12-STA.pcap\n",
      "89 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-C-13-STA.pcap\n",
      "90 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-C-14-STA.pcap\n",
      "91 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-C-15-STA.pcap\n",
      "92 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-C-2-STA.pcap\n",
      "93 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-C-3-STA.pcap\n",
      "94 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-C-4-STA.pcap\n",
      "95 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-C-5-STA.pcap\n",
      "96 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-C-6-STA.pcap\n",
      "97 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-C-7-STA.pcap\n",
      "98 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-C-8-STA.pcap\n",
      "99 ./captures_IoT_Sentinel/D-LinkHomeHub\\Setup-C-9-STA.pcap\n",
      "100 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-A-1-STA.pcap\n",
      "101 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-A-2-STA.pcap\n",
      "102 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-A-3-STA.pcap\n",
      "103 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-A-4-STA.pcap\n",
      "104 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-A-5-STA.pcap\n",
      "105 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-B-1-STA.pcap\n",
      "106 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-B-2-STA.pcap\n",
      "107 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-B-3-STA.pcap\n",
      "108 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-B-4-STA.pcap\n",
      "109 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-B-5-STA.pcap\n",
      "110 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-C-1-STA.pcap\n",
      "111 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-C-10-STA.pcap\n",
      "112 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-C-2-STA.pcap\n",
      "113 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-C-3-STA.pcap\n",
      "114 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-C-4-STA.pcap\n",
      "115 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-C-5-STA.pcap\n",
      "116 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-C-6-STA.pcap\n",
      "117 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-C-7-STA.pcap\n",
      "118 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-C-8-STA.pcap\n",
      "119 ./captures_IoT_Sentinel/D-LinkSensor\\Setup-C-9-STA.pcap\n",
      "120 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-A-1-STA.pcap\n",
      "121 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-1-STA.pcap\n",
      "122 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-10-STA.pcap\n",
      "123 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-11-STA.pcap\n",
      "124 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-12-STA.pcap\n",
      "125 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-13-STA.pcap\n",
      "126 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-14-STA.pcap\n",
      "127 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-15-STA.pcap\n",
      "128 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-16-STA.pcap\n",
      "129 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-17-STA.pcap\n",
      "130 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-18-STA.pcap\n",
      "131 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-19-STA.pcap\n",
      "132 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-2-STA.pcap\n",
      "133 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-3-STA.pcap\n",
      "134 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-4-STA.pcap\n",
      "135 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-5-STA.pcap\n",
      "136 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-6-STA.pcap\n",
      "137 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-7-STA.pcap\n",
      "138 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-8-STA.pcap\n",
      "139 ./captures_IoT_Sentinel/D-LinkSiren\\Setup-C-9-STA.pcap\n",
      "140 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-A-1-STA.pcap\n",
      "141 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-A-2-STA.pcap\n",
      "142 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-A-3-STA.pcap\n",
      "143 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-A-4-STA.pcap\n",
      "144 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-A-5-STA.pcap\n",
      "145 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-C-1-STA.pcap\n",
      "146 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-C-10-STA.pcap\n",
      "147 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-C-11-STA.pcap\n",
      "148 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-C-12-STA.pcap\n",
      "149 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-C-13-STA.pcap\n",
      "150 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-C-14-STA.pcap\n",
      "151 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-C-15-STA.pcap\n",
      "152 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-C-2-STA.pcap\n",
      "153 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-C-3-STA.pcap\n",
      "154 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-C-4-STA.pcap\n",
      "155 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-C-5-STA.pcap\n",
      "156 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-C-6-STA.pcap\n",
      "157 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-C-7-STA.pcap\n",
      "158 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-C-8-STA.pcap\n",
      "159 ./captures_IoT_Sentinel/D-LinkSwitch\\Setup-C-9-STA.pcap\n",
      "160 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-A-1-STA.pcap\n",
      "161 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-1-STA.pcap\n",
      "162 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-10-STA.pcap\n",
      "163 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-11-STA.pcap\n",
      "164 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-12-STA.pcap\n",
      "165 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-13-STA.pcap\n",
      "166 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-14-STA.pcap\n",
      "167 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-15-STA.pcap\n",
      "168 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-16-STA.pcap\n",
      "169 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-17-STA.pcap\n",
      "170 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-18-STA.pcap\n",
      "171 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-19-STA.pcap\n",
      "172 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-2-STA.pcap\n",
      "173 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-3-STA.pcap\n",
      "174 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-4-STA.pcap\n",
      "175 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-5-STA.pcap\n",
      "176 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-6-STA.pcap\n",
      "177 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-7-STA.pcap\n",
      "178 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-8-STA.pcap\n",
      "179 ./captures_IoT_Sentinel/D-LinkWaterSensor\\Setup-C-9-STA.pcap\n",
      "180 ./captures_IoT_Sentinel/EdimaxCam1\\Setup-A-1-STA.pcap\n",
      "181 ./captures_IoT_Sentinel/EdimaxCam1\\Setup-A-2-STA.pcap\n",
      "182 ./captures_IoT_Sentinel/EdimaxCam1\\Setup-A-3-STA.pcap\n",
      "183 ./captures_IoT_Sentinel/EdimaxCam1\\Setup-A-4-STA.pcap\n",
      "184 ./captures_IoT_Sentinel/EdimaxCam1\\Setup-A-5-STA.pcap\n",
      "185 ./captures_IoT_Sentinel/EdimaxCam1\\Setup-A-6-STA.pcap\n",
      "186 ./captures_IoT_Sentinel/EdimaxCam1\\Setup-A-7-STA.pcap\n",
      "187 ./captures_IoT_Sentinel/EdimaxCam1\\Setup-C-1-STA.pcap\n",
      "188 ./captures_IoT_Sentinel/EdimaxCam1\\Setup-C-2-STA.pcap\n",
      "189 ./captures_IoT_Sentinel/EdimaxCam1\\Setup-C-3-STA.pcap\n",
      "190 ./captures_IoT_Sentinel/EdimaxCam1\\Setup-C-4-STA.pcap\n",
      "191 ./captures_IoT_Sentinel/EdimaxCam1\\Setup-C-5-STA.pcap\n",
      "192 ./captures_IoT_Sentinel/EdimaxCam2\\Setup-A-1-STA.pcap\n",
      "193 ./captures_IoT_Sentinel/EdimaxCam2\\Setup-A-2-STA.pcap\n",
      "194 ./captures_IoT_Sentinel/EdimaxCam2\\Setup-A-3-STA.pcap\n",
      "195 ./captures_IoT_Sentinel/EdimaxCam2\\Setup-A-4-STA.pcap\n",
      "196 ./captures_IoT_Sentinel/EdimaxCam2\\Setup-C-1-STA.pcap\n",
      "197 ./captures_IoT_Sentinel/EdimaxCam2\\Setup-C-2-STA.pcap\n",
      "198 ./captures_IoT_Sentinel/EdimaxCam2\\Setup-C-3-STA.pcap\n",
      "199 ./captures_IoT_Sentinel/EdimaxCam2\\Setup-C-4-STA.pcap\n",
      "200 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-A-1-STA.pcap\n",
      "201 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-A-2-STA.pcap\n",
      "202 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-A-3-STA.pcap\n",
      "203 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-A-4-STA.pcap\n",
      "204 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-A-5-STA.pcap\n",
      "205 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-C-1-STA.pcap\n",
      "206 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-C-10-STA.pcap\n",
      "207 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-C-11-STA.pcap\n",
      "208 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-C-12-STA.pcap\n",
      "209 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-C-13-STA.pcap\n",
      "210 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-C-14-STA.pcap\n",
      "211 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-C-15-STA.pcap\n",
      "212 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-C-2-STA.pcap\n",
      "213 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-C-3-STA.pcap\n",
      "214 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-C-4-STA.pcap\n",
      "215 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-C-5-STA.pcap\n",
      "216 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-C-6-STA.pcap\n",
      "217 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-C-7-STA.pcap\n",
      "218 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-C-8-STA.pcap\n",
      "219 ./captures_IoT_Sentinel/EdimaxPlug1101W\\Setup-C-9-STA.pcap\n",
      "220 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-A-1-STA.pcap\n",
      "221 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-A-2-STA.pcap\n",
      "222 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-A-3-STA.pcap\n",
      "223 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-A-4-STA.pcap\n",
      "224 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-A-5-STA.pcap\n",
      "225 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-C-1-STA.pcap\n",
      "226 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-C-10-STA.pcap\n",
      "227 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-C-11-STA.pcap\n",
      "228 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-C-12-STA.pcap\n",
      "229 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-C-13-STA.pcap\n",
      "230 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-C-14-STA.pcap\n",
      "231 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-C-15-STA.pcap\n",
      "232 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-C-2-STA.pcap\n",
      "233 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-C-3-STA.pcap\n",
      "234 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-C-4-STA.pcap\n",
      "235 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-C-5-STA.pcap\n",
      "236 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-C-6-STA.pcap\n",
      "237 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-C-7-STA.pcap\n",
      "238 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-C-8-STA.pcap\n",
      "239 ./captures_IoT_Sentinel/EdimaxPlug2101W\\Setup-C-9-STA.pcap\n",
      "240 ./captures_IoT_Sentinel/EdnetCam1\\Setup-A-1-STA.pcap\n",
      "241 ./captures_IoT_Sentinel/EdnetCam1\\Setup-C-1-STA.pcap\n",
      "242 ./captures_IoT_Sentinel/EdnetCam1\\Setup-C-10-STA.pcap\n",
      "243 ./captures_IoT_Sentinel/EdnetCam1\\Setup-C-2-STA.pcap\n",
      "244 ./captures_IoT_Sentinel/EdnetCam1\\Setup-C-3-STA.pcap\n",
      "245 ./captures_IoT_Sentinel/EdnetCam1\\Setup-C-4-STA.pcap\n",
      "246 ./captures_IoT_Sentinel/EdnetCam1\\Setup-C-5-STA.pcap\n",
      "247 ./captures_IoT_Sentinel/EdnetCam1\\Setup-C-6-STA.pcap\n",
      "248 ./captures_IoT_Sentinel/EdnetCam1\\Setup-C-7-STA.pcap\n",
      "249 ./captures_IoT_Sentinel/EdnetCam1\\Setup-C-8-STA.pcap\n",
      "250 ./captures_IoT_Sentinel/EdnetCam1\\Setup-C-9-STA.pcap\n",
      "251 ./captures_IoT_Sentinel/EdnetCam2\\Setup-A-1-STA.pcap\n",
      "252 ./captures_IoT_Sentinel/EdnetCam2\\Setup-C-1-STA.pcap\n",
      "253 ./captures_IoT_Sentinel/EdnetCam2\\Setup-C-2-STA.pcap\n",
      "254 ./captures_IoT_Sentinel/EdnetCam2\\Setup-C-3-STA.pcap\n",
      "255 ./captures_IoT_Sentinel/EdnetCam2\\Setup-C-4-STA.pcap\n",
      "256 ./captures_IoT_Sentinel/EdnetCam2\\Setup-C-5-STA.pcap\n",
      "257 ./captures_IoT_Sentinel/EdnetCam2\\Setup-C-6-STA.pcap\n",
      "258 ./captures_IoT_Sentinel/EdnetCam2\\Setup-C-7-STA.pcap\n",
      "259 ./captures_IoT_Sentinel/EdnetCam2\\Setup-C-8-STA.pcap\n",
      "260 ./captures_IoT_Sentinel/EdnetGateway\\Setup-A-1-STA.pcap\n",
      "261 ./captures_IoT_Sentinel/EdnetGateway\\Setup-A-2-STA.pcap\n",
      "262 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-1-STA.pcap\n",
      "263 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-10-STA.pcap\n",
      "264 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-11-STA.pcap\n",
      "265 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-12-STA.pcap\n",
      "266 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-13-STA.pcap\n",
      "267 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-14-STA.pcap\n",
      "268 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-15-STA.pcap\n",
      "269 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-16-STA.pcap\n",
      "270 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-17-STA.pcap\n",
      "271 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-18-STA.pcap\n",
      "272 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-2-STA.pcap\n",
      "273 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-3-STA.pcap\n",
      "274 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-4-STA.pcap\n",
      "275 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-5-STA.pcap\n",
      "276 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-6-STA.pcap\n",
      "277 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-7-STA.pcap\n",
      "278 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-8-STA.pcap\n",
      "279 ./captures_IoT_Sentinel/EdnetGateway\\Setup-C-9-STA.pcap\n",
      "280 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-1-STA.pcap\n",
      "281 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-10-STA.pcap\n",
      "282 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-11-STA.pcap\n",
      "283 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-12-STA.pcap\n",
      "284 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-13-STA.pcap\n",
      "285 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-14-STA.pcap\n",
      "286 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-15-STA.pcap\n",
      "287 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-16-STA.pcap\n",
      "288 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-17-STA.pcap\n",
      "289 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-18-STA.pcap\n",
      "290 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-19-STA.pcap\n",
      "291 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-2-STA.pcap\n",
      "292 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-20-STA.pcap\n",
      "293 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-3-STA.pcap\n",
      "294 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-4-STA.pcap\n",
      "295 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-5-STA.pcap\n",
      "296 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-6-STA.pcap\n",
      "297 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-7-STA.pcap\n",
      "298 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-8-STA.pcap\n",
      "299 ./captures_IoT_Sentinel/HomeMaticPlug\\Setup-C-9-STA.pcap\n",
      "300 ./captures_IoT_Sentinel/HueBridge\\Setup-A-1-STA.pcap\n",
      "301 ./captures_IoT_Sentinel/HueBridge\\Setup-A-2-STA.pcap\n",
      "302 ./captures_IoT_Sentinel/HueBridge\\Setup-A-3-STA.pcap\n",
      "303 ./captures_IoT_Sentinel/HueBridge\\Setup-A-4-STA.pcap\n",
      "304 ./captures_IoT_Sentinel/HueBridge\\Setup-A-5-STA.pcap\n",
      "305 ./captures_IoT_Sentinel/HueBridge\\Setup-C-1-STA.pcap\n",
      "306 ./captures_IoT_Sentinel/HueBridge\\Setup-C-10-STA.pcap\n",
      "307 ./captures_IoT_Sentinel/HueBridge\\Setup-C-11-STA.pcap\n",
      "308 ./captures_IoT_Sentinel/HueBridge\\Setup-C-12-STA.pcap\n",
      "309 ./captures_IoT_Sentinel/HueBridge\\Setup-C-13-STA.pcap\n",
      "310 ./captures_IoT_Sentinel/HueBridge\\Setup-C-14-STA.pcap\n",
      "311 ./captures_IoT_Sentinel/HueBridge\\Setup-C-15-STA.pcap\n",
      "312 ./captures_IoT_Sentinel/HueBridge\\Setup-C-2-STA.pcap\n",
      "313 ./captures_IoT_Sentinel/HueBridge\\Setup-C-3-STA.pcap\n",
      "314 ./captures_IoT_Sentinel/HueBridge\\Setup-C-4-STA.pcap\n",
      "315 ./captures_IoT_Sentinel/HueBridge\\Setup-C-5-STA.pcap\n",
      "316 ./captures_IoT_Sentinel/HueBridge\\Setup-C-6-STA.pcap\n",
      "317 ./captures_IoT_Sentinel/HueBridge\\Setup-C-7-STA.pcap\n",
      "318 ./captures_IoT_Sentinel/HueBridge\\Setup-C-8-STA.pcap\n",
      "319 ./captures_IoT_Sentinel/HueBridge\\Setup-C-9-STA.pcap\n",
      "320 ./captures_IoT_Sentinel/HueSwitch\\Setup-A-1-STA.pcap\n",
      "321 ./captures_IoT_Sentinel/HueSwitch\\Setup-A-10-STA.pcap\n",
      "322 ./captures_IoT_Sentinel/HueSwitch\\Setup-A-2-STA.pcap\n",
      "323 ./captures_IoT_Sentinel/HueSwitch\\Setup-A-3-STA.pcap\n",
      "324 ./captures_IoT_Sentinel/HueSwitch\\Setup-A-4-STA.pcap\n",
      "325 ./captures_IoT_Sentinel/HueSwitch\\Setup-A-5-STA.pcap\n",
      "326 ./captures_IoT_Sentinel/HueSwitch\\Setup-A-6-STA.pcap\n",
      "327 ./captures_IoT_Sentinel/HueSwitch\\Setup-A-7-STA.pcap\n",
      "328 ./captures_IoT_Sentinel/HueSwitch\\Setup-A-8-STA.pcap\n",
      "329 ./captures_IoT_Sentinel/HueSwitch\\Setup-A-9-STA.pcap\n",
      "330 ./captures_IoT_Sentinel/HueSwitch\\Setup-C-1-STA.pcap\n",
      "331 ./captures_IoT_Sentinel/HueSwitch\\Setup-C-10-STA.pcap\n",
      "332 ./captures_IoT_Sentinel/HueSwitch\\Setup-C-2-STA.pcap\n",
      "333 ./captures_IoT_Sentinel/HueSwitch\\Setup-C-3-STA.pcap\n",
      "334 ./captures_IoT_Sentinel/HueSwitch\\Setup-C-4-STA.pcap\n",
      "335 ./captures_IoT_Sentinel/HueSwitch\\Setup-C-5-STA.pcap\n",
      "336 ./captures_IoT_Sentinel/HueSwitch\\Setup-C-6-STA.pcap\n",
      "337 ./captures_IoT_Sentinel/HueSwitch\\Setup-C-7-STA.pcap\n",
      "338 ./captures_IoT_Sentinel/HueSwitch\\Setup-C-8-STA.pcap\n",
      "339 ./captures_IoT_Sentinel/HueSwitch\\Setup-C-9-STA.pcap\n",
      "340 ./captures_IoT_Sentinel/iKettle2\\Setup-A-1-STA.pcap\n",
      "341 ./captures_IoT_Sentinel/iKettle2\\Setup-A-10-STA.pcap\n",
      "342 ./captures_IoT_Sentinel/iKettle2\\Setup-A-11-STA.pcap\n",
      "343 ./captures_IoT_Sentinel/iKettle2\\Setup-A-12-STA.pcap\n",
      "344 ./captures_IoT_Sentinel/iKettle2\\Setup-A-13-STA.pcap\n",
      "345 ./captures_IoT_Sentinel/iKettle2\\Setup-A-14-STA.pcap\n",
      "346 ./captures_IoT_Sentinel/iKettle2\\Setup-A-15-STA.pcap\n",
      "347 ./captures_IoT_Sentinel/iKettle2\\Setup-A-2-STA.pcap\n",
      "348 ./captures_IoT_Sentinel/iKettle2\\Setup-A-3-STA.pcap\n",
      "349 ./captures_IoT_Sentinel/iKettle2\\Setup-A-4-STA.pcap\n",
      "350 ./captures_IoT_Sentinel/iKettle2\\Setup-A-5-STA.pcap\n",
      "351 ./captures_IoT_Sentinel/iKettle2\\Setup-A-6-STA.pcap\n",
      "352 ./captures_IoT_Sentinel/iKettle2\\Setup-A-7-STA.pcap\n",
      "353 ./captures_IoT_Sentinel/iKettle2\\Setup-A-8-STA.pcap\n",
      "354 ./captures_IoT_Sentinel/iKettle2\\Setup-A-9-STA.pcap\n",
      "355 ./captures_IoT_Sentinel/iKettle2\\Setup-C-1-STA.pcap\n",
      "356 ./captures_IoT_Sentinel/iKettle2\\Setup-C-2-STA.pcap\n",
      "357 ./captures_IoT_Sentinel/iKettle2\\Setup-C-3-STA.pcap\n",
      "358 ./captures_IoT_Sentinel/iKettle2\\Setup-C-4-STA.pcap\n",
      "359 ./captures_IoT_Sentinel/iKettle2\\Setup-C-5-STA.pcap\n",
      "360 ./captures_IoT_Sentinel/Lightify\\Setup-C-1-STA.pcap\n",
      "361 ./captures_IoT_Sentinel/Lightify\\Setup-C-10-STA.pcap\n",
      "362 ./captures_IoT_Sentinel/Lightify\\Setup-C-11-STA.pcap\n",
      "363 ./captures_IoT_Sentinel/Lightify\\Setup-C-12-STA.pcap\n",
      "364 ./captures_IoT_Sentinel/Lightify\\Setup-C-13-STA.pcap\n",
      "365 ./captures_IoT_Sentinel/Lightify\\Setup-C-14-STA.pcap\n",
      "366 ./captures_IoT_Sentinel/Lightify\\Setup-C-15-STA.pcap\n",
      "367 ./captures_IoT_Sentinel/Lightify\\Setup-C-16-STA.pcap\n",
      "368 ./captures_IoT_Sentinel/Lightify\\Setup-C-17-STA.pcap\n",
      "369 ./captures_IoT_Sentinel/Lightify\\Setup-C-18-STA.pcap\n",
      "370 ./captures_IoT_Sentinel/Lightify\\Setup-C-19-STA.pcap\n",
      "371 ./captures_IoT_Sentinel/Lightify\\Setup-C-2-STA.pcap\n",
      "372 ./captures_IoT_Sentinel/Lightify\\Setup-C-20-STA.pcap\n",
      "373 ./captures_IoT_Sentinel/Lightify\\Setup-C-3-STA.pcap\n",
      "374 ./captures_IoT_Sentinel/Lightify\\Setup-C-4-STA.pcap\n",
      "375 ./captures_IoT_Sentinel/Lightify\\Setup-C-5-STA.pcap\n",
      "376 ./captures_IoT_Sentinel/Lightify\\Setup-C-6-STA.pcap\n",
      "377 ./captures_IoT_Sentinel/Lightify\\Setup-C-7-STA.pcap\n",
      "378 ./captures_IoT_Sentinel/Lightify\\Setup-C-8-STA.pcap\n",
      "379 ./captures_IoT_Sentinel/Lightify\\Setup-C-9-STA.pcap\n",
      "380 ./captures_IoT_Sentinel/MAXGateway\\Setup-A-1-STA.pcap\n",
      "381 ./captures_IoT_Sentinel/MAXGateway\\Setup-A-2-STA.pcap\n",
      "382 ./captures_IoT_Sentinel/MAXGateway\\Setup-A-3-STA.pcap\n",
      "383 ./captures_IoT_Sentinel/MAXGateway\\Setup-A-4-STA.pcap\n",
      "384 ./captures_IoT_Sentinel/MAXGateway\\Setup-A-5-STA.pcap\n",
      "385 ./captures_IoT_Sentinel/MAXGateway\\Setup-A-6-STA.pcap\n",
      "386 ./captures_IoT_Sentinel/MAXGateway\\Setup-A-7-STA.pcap\n",
      "387 ./captures_IoT_Sentinel/MAXGateway\\Setup-A-8-STA.pcap\n",
      "388 ./captures_IoT_Sentinel/MAXGateway\\Setup-A-9-STA.pcap\n",
      "389 ./captures_IoT_Sentinel/MAXGateway\\Setup-C-1-STA.pcap\n",
      "390 ./captures_IoT_Sentinel/MAXGateway\\Setup-C-10-STA.pcap\n",
      "391 ./captures_IoT_Sentinel/MAXGateway\\Setup-C-11-STA.pcap\n",
      "392 ./captures_IoT_Sentinel/MAXGateway\\Setup-C-2-STA.pcap\n",
      "393 ./captures_IoT_Sentinel/MAXGateway\\Setup-C-3-STA.pcap\n",
      "394 ./captures_IoT_Sentinel/MAXGateway\\Setup-C-4-STA.pcap\n",
      "395 ./captures_IoT_Sentinel/MAXGateway\\Setup-C-5-STA.pcap\n",
      "396 ./captures_IoT_Sentinel/MAXGateway\\Setup-C-6-STA.pcap\n",
      "397 ./captures_IoT_Sentinel/MAXGateway\\Setup-C-7-STA.pcap\n",
      "398 ./captures_IoT_Sentinel/MAXGateway\\Setup-C-8-STA.pcap\n",
      "399 ./captures_IoT_Sentinel/MAXGateway\\Setup-C-9-STA.pcap\n",
      "400 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-A-1-STA.pcap\n",
      "401 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-A-10-STA.pcap\n",
      "402 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-A-11-STA.pcap\n",
      "403 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-A-12-STA.pcap\n",
      "404 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-A-13-STA.pcap\n",
      "405 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-A-14-STA.pcap\n",
      "406 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-A-15-STA.pcap\n",
      "407 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-A-2-STA.pcap\n",
      "408 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-A-3-STA.pcap\n",
      "409 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-A-4-STA.pcap\n",
      "410 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-A-5-STA.pcap\n",
      "411 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-A-6-STA.pcap\n",
      "412 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-A-7-STA.pcap\n",
      "413 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-A-8-STA.pcap\n",
      "414 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-A-9-STA.pcap\n",
      "415 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-C-1-STA.pcap\n",
      "416 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-C-2-STA.pcap\n",
      "417 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-C-3-STA.pcap\n",
      "418 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-C-4-STA.pcap\n",
      "419 ./captures_IoT_Sentinel/SmarterCoffee\\Setup-C-5-STA.pcap\n",
      "420 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-A-1-STA.pcap\n",
      "421 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-A-2-STA.pcap\n",
      "422 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-A-3-STA.pcap\n",
      "423 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-A-4-STA.pcap\n",
      "424 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-A-5-STA.pcap\n",
      "425 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-C-1-STA.pcap\n",
      "426 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-C-10-STA.pcap\n",
      "427 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-C-11-STA.pcap\n",
      "428 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-C-12-STA.pcap\n",
      "429 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-C-13-STA.pcap\n",
      "430 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-C-14-STA.pcap\n",
      "431 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-C-15-STA.pcap\n",
      "432 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-C-2-STA.pcap\n",
      "433 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-C-3-STA.pcap\n",
      "434 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-C-4-STA.pcap\n",
      "435 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-C-5-STA.pcap\n",
      "436 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-C-6-STA.pcap\n",
      "437 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-C-7-STA.pcap\n",
      "438 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-C-8-STA.pcap\n",
      "439 ./captures_IoT_Sentinel/TP-LinkPlugHS100\\Setup-C-9-STA.pcap\n",
      "440 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-A-1-STA.pcap\n",
      "441 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-A-10-STA.pcap\n",
      "442 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-A-2-STA.pcap\n",
      "443 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-A-3-STA.pcap\n",
      "444 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-A-4-STA.pcap\n",
      "445 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-A-5-STA.pcap\n",
      "446 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-A-6-STA.pcap\n",
      "447 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-A-7-STA.pcap\n",
      "448 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-A-8-STA.pcap\n",
      "449 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-A-9-STA.pcap\n",
      "450 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-C-1-STA.pcap\n",
      "451 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-C-10-STA.pcap\n",
      "452 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-C-2-STA.pcap\n",
      "453 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-C-3-STA.pcap\n",
      "454 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-C-4-STA.pcap\n",
      "455 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-C-5-STA.pcap\n",
      "456 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-C-6-STA.pcap\n",
      "457 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-C-7-STA.pcap\n",
      "458 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-C-8-STA.pcap\n",
      "459 ./captures_IoT_Sentinel/TP-LinkPlugHS110\\Setup-C-9-STA.pcap\n",
      "460 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-A-1-STA.pcap\n",
      "461 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-A-10-STA.pcap\n",
      "462 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-A-11-STA.pcap\n",
      "463 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-A-2-STA.pcap\n",
      "464 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-A-3-STA.pcap\n",
      "465 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-A-4-STA.pcap\n",
      "466 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-A-5-STA.pcap\n",
      "467 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-A-6-STA.pcap\n",
      "468 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-A-7-STA.pcap\n",
      "469 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-A-8-STA.pcap\n",
      "470 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-A-9-STA.pcap\n",
      "471 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-C-1-STA.pcap\n",
      "472 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-C-2-STA.pcap\n",
      "473 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-C-3-STA.pcap\n",
      "474 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-C-4-STA.pcap\n",
      "475 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-C-5-STA.pcap\n",
      "476 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-C-6-STA.pcap\n",
      "477 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-C-7-STA.pcap\n",
      "478 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-C-8-STA.pcap\n",
      "479 ./captures_IoT_Sentinel/WeMoInsightSwitch\\Setup-C-9-STA.pcap\n",
      "480 ./captures_IoT_Sentinel/WeMoInsightSwitch2\\Setup-C-1-STA.pcap\n",
      "481 ./captures_IoT_Sentinel/WeMoInsightSwitch2\\Setup-C-2-STA.pcap\n",
      "482 ./captures_IoT_Sentinel/WeMoInsightSwitch2\\Setup-C-3-STA.pcap\n",
      "483 ./captures_IoT_Sentinel/WeMoInsightSwitch2\\Setup-C-4-STA.pcap\n",
      "484 ./captures_IoT_Sentinel/WeMoInsightSwitch2\\Setup-C-5-STA.pcap\n",
      "485 ./captures_IoT_Sentinel/WeMoLink\\Setup-A-1-STA.pcap\n",
      "486 ./captures_IoT_Sentinel/WeMoLink\\Setup-A-10-STA.pcap\n",
      "487 ./captures_IoT_Sentinel/WeMoLink\\Setup-A-11-STA.pcap\n",
      "488 ./captures_IoT_Sentinel/WeMoLink\\Setup-A-12-STA.pcap\n",
      "489 ./captures_IoT_Sentinel/WeMoLink\\Setup-A-13-STA.pcap\n",
      "490 ./captures_IoT_Sentinel/WeMoLink\\Setup-A-14-STA.pcap\n",
      "491 ./captures_IoT_Sentinel/WeMoLink\\Setup-A-15-STA.pcap\n",
      "492 ./captures_IoT_Sentinel/WeMoLink\\Setup-A-2-STA.pcap\n",
      "493 ./captures_IoT_Sentinel/WeMoLink\\Setup-A-3-STA.pcap\n",
      "494 ./captures_IoT_Sentinel/WeMoLink\\Setup-A-4-STA.pcap\n",
      "495 ./captures_IoT_Sentinel/WeMoLink\\Setup-A-5-STA.pcap\n",
      "496 ./captures_IoT_Sentinel/WeMoLink\\Setup-A-6-STA.pcap\n",
      "497 ./captures_IoT_Sentinel/WeMoLink\\Setup-A-7-STA.pcap\n",
      "498 ./captures_IoT_Sentinel/WeMoLink\\Setup-A-8-STA.pcap\n",
      "499 ./captures_IoT_Sentinel/WeMoLink\\Setup-A-9-STA.pcap\n",
      "500 ./captures_IoT_Sentinel/WeMoLink\\Setup-C-1-STA.pcap\n",
      "501 ./captures_IoT_Sentinel/WeMoLink\\Setup-C-2-STA.pcap\n",
      "502 ./captures_IoT_Sentinel/WeMoLink\\Setup-C-3-STA.pcap\n",
      "503 ./captures_IoT_Sentinel/WeMoLink\\Setup-C-4-STA.pcap\n",
      "504 ./captures_IoT_Sentinel/WeMoLink\\Setup-C-5-STA.pcap\n",
      "505 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-A-1-STA.pcap\n",
      "506 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-A-10-STA.pcap\n",
      "507 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-A-2-STA.pcap\n",
      "508 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-A-3-STA.pcap\n",
      "509 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-A-4-STA.pcap\n",
      "510 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-A-5-STA.pcap\n",
      "511 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-A-6-STA.pcap\n",
      "512 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-A-7-STA.pcap\n",
      "513 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-A-8-STA.pcap\n",
      "514 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-A-9-STA.pcap\n",
      "515 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-C-1-STA.pcap\n",
      "516 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-C-10-STA.pcap\n",
      "517 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-C-2-STA.pcap\n",
      "518 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-C-3-STA.pcap\n",
      "519 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-C-4-STA.pcap\n",
      "520 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-C-5-STA.pcap\n",
      "521 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-C-6-STA.pcap\n",
      "522 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-C-7-STA.pcap\n",
      "523 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-C-8-STA.pcap\n",
      "524 ./captures_IoT_Sentinel/WeMoSwitch\\Setup-C-9-STA.pcap\n",
      "525 ./captures_IoT_Sentinel/WeMoSwitch2\\Setup-C-1-STA.pcap\n",
      "526 ./captures_IoT_Sentinel/WeMoSwitch2\\Setup-C-2-STA.pcap\n",
      "527 ./captures_IoT_Sentinel/WeMoSwitch2\\Setup-C-3-STA.pcap\n",
      "528 ./captures_IoT_Sentinel/WeMoSwitch2\\Setup-C-4-STA.pcap\n",
      "529 ./captures_IoT_Sentinel/WeMoSwitch2\\Setup-C-5-STA.pcap\n",
      "530 ./captures_IoT_Sentinel/Withings\\Setup-A-1-STA.pcap\n",
      "531 ./captures_IoT_Sentinel/Withings\\Setup-C-1-STA.pcap\n",
      "532 ./captures_IoT_Sentinel/Withings\\Setup-C-10-STA.pcap\n",
      "533 ./captures_IoT_Sentinel/Withings\\Setup-C-11-STA.pcap\n",
      "534 ./captures_IoT_Sentinel/Withings\\Setup-C-12-STA.pcap\n",
      "535 ./captures_IoT_Sentinel/Withings\\Setup-C-13-STA.pcap\n",
      "536 ./captures_IoT_Sentinel/Withings\\Setup-C-14-STA.pcap\n",
      "537 ./captures_IoT_Sentinel/Withings\\Setup-C-15-STA.pcap\n",
      "538 ./captures_IoT_Sentinel/Withings\\Setup-C-16-STA.pcap\n",
      "539 ./captures_IoT_Sentinel/Withings\\Setup-C-17-STA.pcap\n",
      "540 ./captures_IoT_Sentinel/Withings\\Setup-C-18-STA.pcap\n",
      "541 ./captures_IoT_Sentinel/Withings\\Setup-C-19-STA.pcap\n",
      "542 ./captures_IoT_Sentinel/Withings\\Setup-C-2-STA.pcap\n",
      "543 ./captures_IoT_Sentinel/Withings\\Setup-C-3-STA.pcap\n",
      "544 ./captures_IoT_Sentinel/Withings\\Setup-C-4-STA.pcap\n",
      "545 ./captures_IoT_Sentinel/Withings\\Setup-C-5-STA.pcap\n",
      "546 ./captures_IoT_Sentinel/Withings\\Setup-C-6-STA.pcap\n",
      "547 ./captures_IoT_Sentinel/Withings\\Setup-C-7-STA.pcap\n",
      "548 ./captures_IoT_Sentinel/Withings\\Setup-C-8-STA.pcap\n",
      "549 ./captures_IoT_Sentinel/Withings\\Setup-C-9-STA.pcap\n"
     ]
    }
   ],
   "source": [
    "train=[]\n",
    "test=[]\n",
    "validation=[]\n",
    "for ii, i in enumerate(files_add):\n",
    "    print(ii,i)\n",
    "    if ii%5!=0:\n",
    "        if ii%4==0:\n",
    "            validation.append(i)\n",
    "            test.append(files_add[ii+1])\n",
    "\n",
    "        else:\n",
    "            train.append(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(110, 330, 110)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(test),len(train),len(validation)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "xhtFBx88w82H"
   },
   "source": [
    "# PCAP2CSV"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "executionInfo": {
     "elapsed": 54679,
     "status": "ok",
     "timestamp": 1618599130335,
     "user": {
      "displayName": "bozkır bilgesi",
      "photoUrl": "",
      "userId": "00518659040232779705"
     },
     "user_tz": -60
    },
    "id": "Rqb4fmeWw82I"
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\kahra\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\scapy\\layers\\ipsec.py:471: CryptographyDeprecationWarning: Blowfish has been deprecated\n",
      "  cipher=algorithms.Blowfish,\n",
      "C:\\Users\\kahra\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\scapy\\layers\\ipsec.py:485: CryptographyDeprecationWarning: CAST5 has been deprecated\n",
      "  cipher=algorithms.CAST5,\n"
     ]
    }
   ],
   "source": [
    "from scapy.all import*"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "import math\n",
    "import pandas as pd\n",
    "import os\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "def folder(f_name): #this function creates a folder.\n",
    "    try:\n",
    "        if not os.path.exists(f_name):\n",
    "            os.makedirs(f_name)\n",
    "    except OSError:\n",
    "        print (\"The folder could not be created!\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "EPmXT_2aw82J"
   },
   "source": [
    "# MAC adress list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "id": "xSBVZs3ow82O"
   },
   "outputs": [],
   "source": [
    "MAC_list={\n",
    "# UNSW IEEE TMC 2018 Data MAC and Device names\n",
    "\"d0:52:a8:00:67:5e\":\"Smart Things\",\n",
    "\"44:65:0d:56:cc:d3\":\"Amazon Echo\",\n",
    "\"70:ee:50:18:34:43\":\"Netatmo Welcome\",\n",
    "\"f4:f2:6d:93:51:f1\":\"TP-Link Day Night Cloud camera\",\n",
    "\"00:16:6c:ab:6b:88\":\"Samsung SmartCam\",\n",
    "\"30:8c:fb:2f:e4:b2\":\"Dropcam\",\n",
    "\"00:62:6e:51:27:2e\":\"Insteon Camera\",\n",
    "\"e8:ab:fa:19:de:4f\":\"unknown maybe cam\",\n",
    "\"00:24:e4:11:18:a8\":\"Withings Smart Baby Monitor\",\n",
    "\"ec:1a:59:79:f4:89\":\"Belkin Wemo switch\",\n",
    "\"50:c7:bf:00:56:39\":\"TP-Link Smart plug\",\n",
    "\"74:c6:3b:29:d7:1d\":\"iHome\",\n",
    "\"ec:1a:59:83:28:11\":\"Belkin wemo motion sensor\",\n",
    "\"18:b4:30:25:be:e4\":\"NEST Protect smoke alarm\",\n",
    "\"70:ee:50:03:b8:ac\":\"Netatmo weather station\",\n",
    "\"00:24:e4:1b:6f:96\":\"Withings Smart scale\",\n",
    "\"74:6a:89:00:2e:25\":\"Blipcare Blood Pressure meter\",\n",
    "\"00:24:e4:20:28:c6\":\"Withings Aura smart sleep sensor\",\n",
    "\"d0:73:d5:01:83:08\":\"Light Bulbs LiFX Smart Bulb\",\n",
    "\"18:b7:9e:02:20:44\":\"Triby Speaker\",\n",
    "\"e0:76:d0:33:bb:85\":\"PIX-STAR Photo-frame\",\n",
    "\"70:5a:0f:e4:9b:c0\":\"HP Printer\",\n",
    "\"08:21:ef:3b:fc:e3\":\"Samsung Galaxy Tab\",\n",
    "\"30:8c:fb:b6:ea:45\":\"Nest Dropcam\",\n",
    "\"40:f3:08:ff:1e:da\":\"Android Phone\",\n",
    "\"74:2f:68:81:69:42\":\"Laptop\",\n",
    "\"ac:bc:32:d4:6f:2f\":\"MacBook\",\n",
    "\"b4:ce:f6:a7:a3:c2\":\"Android Phone\",\n",
    "\"d0:a6:37:df:a1:e1\":\"IPhone\",\n",
    "\"f4:5c:89:93:cc:85\":\"MacBook/Iphone\",\n",
    "\"14:cc:20:51:33:ea\":\"TPLink Router Bridge LAN (Gateway)\",\n",
    "# Yourthings Data MAC and Device names\n",
    "'00:01:c0:18:7f:9b': 'Gateway',\n",
    " '00:04:4b:55:f6:4f': 'nVidiaShield',\n",
    " '00:12:16:ab:c0:22': 'ChineseWebcam',\n",
    " '00:17:88:21:f7:e4': 'PhilipsHUEHub',\n",
    " '00:1d:c9:23:f6:00': 'RingDoorbell',\n",
    " '00:21:cc:4d:59:35': 'Wink2Hub',\n",
    " '00:24:e4:2b:a5:34': 'WithingsHome',\n",
    " '00:7e:56:77:35:4d': 'KoogeekLightbulb',\n",
    " '08:05:81:ee:06:46': 'Roku4',\n",
    " '08:86:3b:6f:7a:15': 'BelkinWeMoMotionSensor',\n",
    " '08:86:3b:70:d7:39': 'BelkinWeMoSwitch',\n",
    " '0c:47:c9:4e:fe:5b': 'AmazonFireTV',\n",
    " '10:ce:a9:eb:5a:8a': 'BoseSoundTouch10',\n",
    " '18:b4:30:31:04:b9': 'NestProtect',\n",
    " '18:b4:30:40:1e:c5': 'NestGuard',\n",
    " '18:b4:30:58:3d:6c': 'NestCamera',\n",
    " '18:b4:30:8c:03:e4': 'NestCamIQ',\n",
    " '20:df:b9:20:87:39': 'GoogleHomeMini',\n",
    " '30:52:cb:a3:4f:5f': 'RokuTV',\n",
    " '3c:f7:a4:f2:15:87': 'iPhone',\n",
    " '40:9f:38:92:40:13': 'Roomba',\n",
    " '44:73:d6:01:3d:fd': 'LogitechLogiCircle',\n",
    " '48:d6:d5:98:53:84': 'GoogleHome',\n",
    " '50:c7:bf:92:a6:4a': 'TP-LinkSmartWiFiLEDBulb',\n",
    " '54:4a:16:f9:54:18': 'InsteonHub',\n",
    " '5c:aa:fd:6c:e0:d4': 'Sonos',\n",
    " '64:52:99:97:f8:40': 'ChamberlainmyQGarageOpener',\n",
    " '74:c2:46:1b:8e:e2': 'AmazonEchoGen1',\n",
    " '7c:64:56:60:71:74': 'SamsungSmartTV',\n",
    " '7c:70:bc:5d:09:d1': 'Canary',\n",
    " '94:10:3e:5c:2e:31': 'BelkinWeMoCrockpot',\n",
    " '94:10:3e:cc:67:95': 'BelkinWeMoLink',\n",
    " '94:4a:0c:08:7e:72': 'MiCasaVerdeVeraLite',\n",
    " 'a4:f1:e8:8d:b0:9e': 'AndroidTablet',\n",
    " 'ac:3f:a4:70:4a:d6': 'PiperNV',\n",
    " 'b0:4e:26:20:15:8a': 'TP-LinkWiFiPlug',\n",
    " 'b0:7f:b9:a6:47:4d': 'NetgearArloCamera',\n",
    " 'b0:c5:54:03:c7:09': 'D-LinkDCS-5009LCamera',\n",
    " 'b4:79:a7:22:f9:fc': 'WinkHub',\n",
    " 'c0:56:27:53:09:6d': 'BelkinNetcam',\n",
    " 'c8:db:26:02:bb:bb': 'LogitechHarmonyHub',\n",
    " 'cc:b8:a8:ad:4d:04': 'AugustDoorbellCam',\n",
    " 'd0:03:4b:39:12:e3': 'AppleTV(4thGen)',\n",
    " 'd0:52:a8:63:47:9e': 'SamsungSmartThingsHub',\n",
    " 'd0:73:d5:12:84:d1': 'LIFXVirtualBulb',\n",
    " 'd4:90:9c:cc:62:42': 'AppleHomePod',\n",
    " 'd8:f7:10:c2:29:be': 'HarmonKardonInvoke',\n",
    " 'e4:71:85:25:ce:ec': 'SecurifiAlmond',\n",
    " 'e8:b2:ac:af:62:0f': 'iPad',\n",
    " 'f4:5e:ab:5e:c0:23': 'CasetaWirelessHub',\n",
    " 'f4:f2:6d:ce:9a:5d': 'GoogleOnHub',\n",
    "# IoT devices captures MAC and Device names\n",
    "'00:17:88:24:76:ff': 'Hue-Device',\n",
    " '00:1a:22:03:cb:be': 'MAXGateway',\n",
    " '00:1a:22:05:c4:2e': 'HomeMaticPlug',\n",
    " '00:24:e4:24:80:2a': 'Withings',\n",
    " '00:b5:6d:06:08:ba': 'unknown',\n",
    " '1c:5f:2b:aa:fd:4e': 'D-LinkDevice',\n",
    " '20:f8:5e:ca:91:52': 'Aria',\n",
    " '24:77:03:7c:ea:dc': 'unknown',\n",
    " '28:b2:bd:c3:41:79': 'unknown',\n",
    " '38:0b:40:ef:85:41': 'unknown',\n",
    "\n",
    " '50:c7:bf:00:c7:03': 'TP-LinkPlugHS110',\n",
    " '50:c7:bf:00:fc:a3': 'TP-LinkPlugHS100',\n",
    " '3c:49:37:03:17:db': 'EdnetCam',\n",
    " '3c:49:37:03:17:f0': 'EdnetCam',\n",
    " '5c:cf:7f:06:d9:02': 'iKettle2',\n",
    " '5c:cf:7f:07:ae:fb': 'SmarterCoffee',\n",
    " '6c:72:20:c5:17:5a': 'D-LinkWaterSensor',\n",
    " '74:da:38:23:22:7b': 'EdimaxPlug2101W',\n",
    " '74:da:38:4a:76:49': 'EdimaxPlug1101W',\n",
    " '74:da:38:80:79:fc': 'EdimaxCam',\n",
    " '74:da:38:80:7a:08': 'EdimaxCam',\n",
    " '84:18:26:7b:5f:6b': 'Lightify',\n",
    " '90:8d:78:a8:e1:43': 'D-LinkSensor',\n",
    " '90:8d:78:a9:3d:6f': 'D-LinkSwitch',\n",
    " '90:8d:78:dd:0d:60': 'D-LinkSiren',\n",
    " '94:10:3e:34:0c:b5': 'WeMoSwitch',\n",
    " '94:10:3e:35:01:c1': 'WeMoSwitch',\n",
    " '94:10:3e:41:c2:05': 'WeMoInsightSwitch',\n",
    " '94:10:3e:42:80:69': 'WeMoInsightSwitch',\n",
    " '94:10:3e:cd:37:65': 'WeMoLink',\n",
    " 'ac:cf:23:62:3c:6e': 'EdnetGateway',\n",
    " 'b0:c5:54:1c:71:85': 'D-LinkDayCam',\n",
    " 'b0:c5:54:25:5b:0e': 'D-LinkCam',\n",
    " 'bc:f5:ac:f4:c0:9d': 'unknown'}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "id": "U0h18phjxOwU"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['./captures_IoT_Sentinel/Aria\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-B-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-B-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-B-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-16-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-18-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-B-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-B-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-B-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-17-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-19-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-17-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-19-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-A-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam2\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam2\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam2\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam2\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam2\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-16-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-18-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-16-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-18-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-16-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-18-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-A-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch2\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch2\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch2\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-10-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch2\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch2\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch2\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-16-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-17-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-19-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-9-STA.pcap']"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['./captures_IoT_Sentinel/Aria\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/Aria\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-B-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-B-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkCam\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDayCam\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-18-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkDoorSensor\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkHomeHub\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-B-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-B-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSensor\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-17-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSiren\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkSwitch\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-17-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/D-LinkWaterSensor\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam1\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam2\\\\Setup-A-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxCam2\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug1101W\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdimaxPlug2101W\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam1\\\\Setup-C-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetCam2\\\\Setup-C-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-12-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-16-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/EdnetGateway\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-18-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/HomeMaticPlug\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueBridge\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/HueSwitch\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/iKettle2\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-18-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/Lightify\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-A-6-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/MAXGateway\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-14-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/SmarterCoffee\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS100\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-A-9-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/TP-LinkPlugHS110\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoInsightSwitch\\\\Setup-C-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-13-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-3-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoLink\\\\Setup-A-7-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-4-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-A-8-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch\\\\Setup-C-2-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch2\\\\Setup-C-1-STA.pcap',\n",
       " './captures_IoT_Sentinel/WeMoSwitch2\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-11-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-15-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-5-STA.pcap',\n",
       " './captures_IoT_Sentinel/Withings\\\\Setup-C-9-STA.pcap']"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "330"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "110"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "110"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(validation)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "# specify which dataset you want to create (training, validation and testing) .\n",
    "files_add=train;file_name=\"Aalto_train_IoTDevID.csv\"\n",
    "files_add=validation;file_name=\"Aalto_validation_IoTDevID.csv\"\n",
    "files_add=test;file_name=\"Aalto_test_IoTDevID.csv\"\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {
    "executionInfo": {
     "elapsed": 765,
     "status": "ok",
     "timestamp": 1618599164353,
     "user": {
      "displayName": "bozkır bilgesi",
      "photoUrl": "",
      "userId": "00518659040232779705"
     },
     "user_tz": -60
    },
    "id": "ak_Dk3mww82Q"
   },
   "outputs": [],
   "source": [
    "def shannon(data):\n",
    "    LOG_BASE = 2\n",
    "   # We determine the frequency of each byte\n",
    "   # in the dataset and if this frequency is not null we use it for the\n",
    "   # entropy calculation\n",
    "    dataSize = len(data)\n",
    "    ent = 0.0\n",
    "    freq={} \n",
    "    for c in data:\n",
    "        if c in freq:\n",
    "            freq[c] += 1\n",
    "        else:\n",
    "            freq[c] = 1\n",
    "   # to determine if each possible value of a byte is in the list\n",
    "    for key in freq.keys():\n",
    "        f = float(freq[key])/dataSize\n",
    "        if f > 0: # to avoid an error for log(0)\n",
    "            ent = ent + f * math.log(f, LOG_BASE)\n",
    "    return -ent\n",
    "\n",
    "def pre_entropy(payload):\n",
    "    \n",
    "    characters=[]\n",
    "    for i in payload:\n",
    "            characters.append(i)\n",
    "    return shannon(characters)\n",
    "            "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {
    "executionInfo": {
     "elapsed": 2282,
     "status": "ok",
     "timestamp": 1618600263666,
     "user": {
      "displayName": "bozkır bilgesi",
      "photoUrl": "",
      "userId": "00518659040232779705"
     },
     "user_tz": -60
    },
    "id": "LA0otM18FyXn"
   },
   "outputs": [],
   "source": [
    "def port_class(port):\n",
    "    port_list=[0,53,67,68,80,123,443,1900,5353,49153]\n",
    "    if port in port_list:\n",
    "        return port_list.index(port)+1\n",
    "    elif 0 <= port <= 1023:\n",
    "        return 11\n",
    "    elif  1024 <= port <= 49151 :\n",
    "        return 12\n",
    "    elif 49152 <=port <= 65535 :\n",
    "        return 13\n",
    "    else:\n",
    "        return 0\n",
    "    \n",
    "    \n",
    "def port_1023(port):\n",
    "    if 0 <= port <= 1023:\n",
    "        return port\n",
    "    elif  1024 <= port <= 49151 :\n",
    "        return 2\n",
    "    elif 49152 <=port <= 65535 :\n",
    "        return 3\n",
    "    else:\n",
    "        return 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {
    "executionInfo": {
     "elapsed": 832,
     "status": "ok",
     "timestamp": 1618599170305,
     "user": {
      "displayName": "bozkır bilgesi",
      "photoUrl": "",
      "userId": "00518659040232779705"
     },
     "user_tz": -60
    },
    "id": "zqssqFuLw82R"
   },
   "outputs": [],
   "source": [
    "header=\"pck_size,Ether_type,LLC_dsap,LLC_ssap,LLC_ctrl,EAPOL_version,EAPOL_type,EAPOL_len,IP_version,IP_ihl,IP_tos,IP_len,IP_flags,IP_Z,IP_MF,IP_id,IP_chksum,IP_DF,IP_frag,IP_ttl,IP_proto,IP_options,IP_add_count,ICMP_type,ICMP_code,ICMP_chksum,ICMP_id,ICMP_seq,ICMP_ts_ori,ICMP_ts_rx,ICMP_ts_tx,ICMP_ptr,ICMP_reserved,ICMP_length,ICMP_nexthopmtu,ICMP_unused,TCP_seq,TCP_ack,TCP_dataofs,TCP_reserved,TCP_flags,TCP_FIN,TCP_SYN,TCP_RST,TCP_PSH,TCP_ACK,TCP_URG,TCP_ECE,TCP_CWR,TCP_window,TCP_chksum,TCP_urgptr,TCP_options,UDP_len,UDP_chksum,DHCP_options,BOOTP_op,BOOTP_htype,BOOTP_hlen,BOOTP_hops,BOOTP_xid,BOOTP_secs,BOOTP_flags,BOOTP_sname,BOOTP_file,BOOTP_options,DNS_length,DNS_id,DNS_qr,DNS_opcode,DNS_aa,DNS_tc,DNS_rd,DNS_ra,DNS_z,DNS_ad,DNS_cd,DNS_rcode,DNS_qdcount,DNS_ancount,DNS_nscount,DNS_arcount,sport_class,dport_class,sport23,dport23,sport_bare,dport_bare,TCP_sport,TCP_dport,UDP_sport,UDP_dport,payload_bytes,entropy,Label,MAC,Folder,Session\\n\"\n",
    "\n",
    "#header=\"pck_size,Ether_type,LLC_dsap,LLC_ssap,LLC_ctrl,EAPOL_version,EAPOL_type,EAPOL_len,IP_version,IP_ihl,IP_tos,IP_len,IP_flags,IP_frag,IP_ttl,IP_proto,IP_options,IP_add_count,ICMP_type,ICMP_code,ICMP_seq,ICMP_ts_ori,ICMP_ts_rx,ICMP_ts_tx,ICMP_gw,ICMP_ptr,ICMP_reserved,ICMP_length,ICMP_nexthopmtu,ICMP_unused,TCP_dataofs,TCP_reserved,TCP_flags,TCP_window,TCP_urgptr,UDP_len,BOOTP_op,BOOTP_htype,BOOTP_hlen,BOOTP_hops,BOOTP_secs,BOOTP_flags,DNS_length,DNS_qr,DNS_opcode,DNS_aa,DNS_tc,DNS_rd,DNS_ra,DNS_z,DNS_ad,DNS_cd,DNS_rcode,DNS_qdcount,DNS_ancount,DNS_nscount,DNS_arcount,sport,dport,entropy,Label,MAC\\n\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {
    "executionInfo": {
     "elapsed": 670,
     "status": "ok",
     "timestamp": 1618599182214,
     "user": {
      "displayName": "bozkır bilgesi",
      "photoUrl": "",
      "userId": "00518659040232779705"
     },
     "user_tz": -60
    },
    "id": "tZKgl-4Kw82R"
   },
   "outputs": [],
   "source": [
    "#flags\n",
    "#TCP\n",
    "FIN = 0x01\n",
    "SYN = 0x02\n",
    "RST = 0x04\n",
    "PSH = 0x08\n",
    "ACK = 0x10\n",
    "URG = 0x20\n",
    "ECE = 0x40\n",
    "CWR = 0x80\n",
    "#IP\n",
    "Z = 0x00\n",
    "MF= 0x01\n",
    "DF= 0x02\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {
    "id": "A6BKuGebw82S",
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      " 0 / 110\n",
      "[=====               ]25%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r",
      "[======              ]30%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: more Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[========================]120%  -  Aria - Setup-C-1-STA.pcap\n",
      "\n",
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      "[=======================]115%  -  Aria - Setup-C-13-STA.pcap\n",
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      "[=======================]115%  -  Aria - Setup-C-7-STA.pcap\n",
      "\n",
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      "[====================]100%  -  D-LinkCam - Setup-B-1-STA.pcap\n",
      "\n",
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      "[=================== ]95%  -  D-LinkDayCam - Setup-C-13-STA.pcap\n",
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      "[====================]100%  -  D-LinkDoorSensor - Setup-C-14-STA.pcap\n",
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      "\n",
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      "[                    ]0%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r",
      "[=                   ]5%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: more Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[======================]110%  -  D-LinkDoorSensor - Setup-C-3-STA.pcap\n",
      "\n",
      " 15 / 110\n",
      "[=================== ]95%  -  D-LinkDoorSensor - Setup-C-7-STA.pcap\n",
      "\n",
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      "[====================]100%  -  D-LinkHomeHub - Setup-C-1-STA.pcap\n",
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      "\n",
      " 19 / 110\n",
      "[========            ]40%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: more Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[====================]100%  -  D-LinkHomeHub - Setup-C-7-STA.pcap\n",
      "\n",
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      "[====================]100%  -  D-LinkSensor - Setup-B-1-STA.pcap\n",
      "\n",
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      "\n",
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      "\n",
      " 23 / 110\n",
      "[=================== ]95%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: more Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[====================]100%  -  D-LinkSensor - Setup-C-7-STA.pcap\n",
      "\n",
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      "[====================]100%  -  D-LinkSiren - Setup-C-13-STA.pcap\n",
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      "\n",
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      "[================    ]80%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r",
      "[=================   ]85%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: more Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[====================]100%  -  D-LinkSiren - Setup-C-7-STA.pcap\n",
      "\n",
      " 28 / 110\n",
      "[====================]100%  -  D-LinkSwitch - Setup-C-1-STA.pcap\n",
      "\n",
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      "\n",
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      "[                    ]0%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: more Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[====================]100%  -  D-LinkWaterSensor - Setup-C-13-STA.pcap\n",
      "\n",
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      "[=================== ]95%  -  EdimaxCam1 - Setup-A-6-STA.pcap\n",
      "\n",
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      "\n",
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      "[====================]100%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  -  EdimaxCam2 - Setup-A-2-STA.pcap\n",
      "\n",
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      "[===========         ]55%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: more Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[===========================]135%  -  EdimaxCam2 - Setup-C-2-STA.pcap\n",
      "\n",
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      "\n",
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      "\n",
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      "[===============     ]75%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r",
      "[================    ]80%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: more Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[====================]100%  -  HueBridge - Setup-C-1-STA.pcap\n",
      "\n",
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      "[====================]100%  -  HueBridge - Setup-C-13-STA.pcap\n",
      "\n",
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      "\n",
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      "[==============      ]70%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: more Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[====================]100%  -  HueBridge - Setup-C-7-STA.pcap\n",
      "\n",
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      "[=================== ]95%  -  HueSwitch - Setup-A-5-STA.pcap\n",
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      "\n",
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      "\n",
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      "\n",
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      "[                    ]0%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: more Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[====================]100%  -  Lightify - Setup-C-14-STA.pcap\n",
      "\n",
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      "\n",
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      "[=========================]125%  -  MAXGateway - Setup-A-6-STA.pcap\n",
      "\n",
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      "[=========================]125%  -  MAXGateway - Setup-C-1-STA.pcap\n",
      "\n",
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      "[===========================]135%  -  MAXGateway - Setup-C-3-STA.pcap\n",
      "\n",
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      "[============================]140%  -  MAXGateway - Setup-C-7-STA.pcap\n",
      "\n",
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      "  -  SmarterCoffee - Setup-A-14-STA.pcap\n",
      "\n",
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      "  -  SmarterCoffee - Setup-A-4-STA.pcap\n",
      "\n",
      " 82 / 110\n",
      "  -  SmarterCoffee - Setup-A-8-STA.pcap\n",
      "\n",
      " 83 / 110\n",
      "  -  SmarterCoffee - Setup-C-3-STA.pcap\n",
      "\n",
      " 84 / 110\n",
      "[========================]120%  -  TP-LinkPlugHS100 - Setup-C-1-STA.pcap\n",
      "\n",
      " 85 / 110\n",
      "[==========================]130%  -  TP-LinkPlugHS100 - Setup-C-13-STA.pcap\n",
      "\n",
      " 86 / 110\n",
      "[=======================]115%  -  TP-LinkPlugHS100 - Setup-C-3-STA.pcap\n",
      "\n",
      " 87 / 110\n",
      "[=======================]115%  -  TP-LinkPlugHS100 - Setup-C-7-STA.pcap\n",
      "\n",
      " 88 / 110\n",
      "[========================]120%  -  TP-LinkPlugHS110 - Setup-A-5-STA.pcap\n",
      "\n",
      " 89 / 110\n",
      "[=======================]115%  -  TP-LinkPlugHS110 - Setup-A-9-STA.pcap\n",
      "\n",
      " 90 / 110\n",
      "[====================]100%  -  TP-LinkPlugHS110 - Setup-C-3-STA.pcap\n",
      "\n",
      " 91 / 110\n",
      "[====================]100%  -  TP-LinkPlugHS110 - Setup-C-7-STA.pcap\n",
      "\n",
      " 92 / 110\n",
      "[===========         ]55%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: more Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[=====================]105%  -  WeMoInsightSwitch - Setup-A-4-STA.pcap\n",
      "\n",
      " 93 / 110\n",
      "[====================]100%  -  WeMoInsightSwitch - Setup-A-8-STA.pcap\n",
      "\n",
      " 94 / 110\n",
      "[====================]100%  -  WeMoInsightSwitch - Setup-C-3-STA.pcap\n",
      "\n",
      " 95 / 110\n",
      "[====================]100%  -  WeMoInsightSwitch - Setup-C-7-STA.pcap\n",
      "\n",
      " 96 / 110\n",
      "[====================]100%  -  WeMoLink - Setup-A-1-STA.pcap\n",
      "\n",
      " 97 / 110\n",
      "[====================]100%  -  WeMoLink - Setup-A-13-STA.pcap\n",
      "\n",
      " 98 / 110\n",
      "[====================]100%  -  WeMoLink - Setup-A-3-STA.pcap\n",
      "\n",
      " 99 / 110\n",
      "[====================]100%  -  WeMoLink - Setup-A-7-STA.pcap\n",
      "\n",
      " 100 / 110\n",
      "[==                  ]10%"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: Calling str(pkt) on Python 3 makes no sense!\n",
      "WARNING: more Calling str(pkt) on Python 3 makes no sense!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[====================]100%  -  WeMoSwitch - Setup-A-1-STA.pcap\n",
      "\n",
      " 101 / 110\n",
      "[====================]100%  -  WeMoSwitch - Setup-A-4-STA.pcap\n",
      "\n",
      " 102 / 110\n",
      "[====================]100%  -  WeMoSwitch - Setup-A-8-STA.pcap\n",
      "\n",
      " 103 / 110\n",
      "[====================]100%  -  WeMoSwitch - Setup-C-2-STA.pcap\n",
      "\n",
      " 104 / 110\n",
      "[=====================]105%  -  WeMoSwitch2 - Setup-C-1-STA.pcap\n",
      "\n",
      " 105 / 110\n",
      "[====================]100%  -  WeMoSwitch2 - Setup-C-5-STA.pcap\n",
      "\n",
      " 106 / 110\n",
      "[======================]110%  -  Withings - Setup-C-11-STA.pcap\n",
      "\n",
      " 107 / 110\n",
      "[======================]110%  -  Withings - Setup-C-15-STA.pcap\n",
      "\n",
      " 108 / 110\n",
      "[=======================]115%  -  Withings - Setup-C-5-STA.pcap\n",
      "\n",
      " 109 / 110\n",
      "[======================]110%  -  Withings - Setup-C-9-STA.pcap\n"
     ]
    }
   ],
   "source": [
    "\n",
    "\n",
    "ipf=[]\n",
    "tcpf=[]\n",
    "import time\n",
    "degistir=\"\"\n",
    "dst_ip_list={}\n",
    "Ether_adresses=[]\n",
    "IP_adresses=[]\n",
    "label_count=0\n",
    "filename=\"aalto.csv\"\n",
    "ths = open(filename, \"w\")\n",
    "ths.write(header)  \n",
    "\n",
    "\n",
    "\n",
    "for numero,i in enumerate (files_add):\n",
    "\n",
    "\n",
    "        \n",
    "    \n",
    "\n",
    "    #header=header\n",
    "    #ths.write(header)  \n",
    "    filename=str(i)\n",
    "    filename=filename.replace(\"\\\\\",\"/\")\n",
    "    #x = filename.rfind(\"/\")\n",
    "    filename=filename.split(\"/\")\n",
    "    \n",
    "    #break\n",
    "    pkt = rdpcap(i)\n",
    "    #print(\"\\n\",numero,\"/\",len(files_add),\"========\"+ i[8:]+\"========\\n\" )\n",
    "    print(\"\\n\",numero,\"/\",len(files_add))\n",
    "    sayaç=len(pkt)//20\n",
    "    for jj, j in enumerate (pkt):\n",
    "        \n",
    "        try:        \n",
    "            if jj%sayaç==0:\n",
    "\n",
    "                    sys.stdout.write(\"\\r[\" + \"=\" * int(jj//sayaç) +  \" \" * int((sayaç*20 - jj)// sayaç) + \"]\" +  str(5*jj//sayaç) + \"%\")\n",
    "                    sys.stdout.flush()\n",
    "        except:pass\n",
    "        if j.haslayer(ARP):\n",
    "            continue\n",
    "        else:\n",
    "            ts=j.time\n",
    "            try:pck_size=j.len\n",
    "            except:pck_size=0\n",
    "            if j.haslayer(Ether):\n",
    "\n",
    "                if j[Ether].dst not in Ether_adresses:\n",
    "                    Ether_adresses.append(j[Ether].dst)\n",
    "                if j[Ether].src not in Ether_adresses:\n",
    "                    Ether_adresses.append(j[Ether].src)\n",
    "\n",
    "\n",
    "                Ether_dst=j[Ether].dst#Ether_adresses.index(j[Ether].dst)+1\n",
    "                Ether_src=j[Ether].src#Ether_adj[Ether].dstresses.index(j[Ether].src)+1\n",
    "\n",
    "\n",
    "                Ether_type=j[Ether].type\n",
    "            else:\n",
    "                Ether_dst=0\n",
    "                Ether_src=0\n",
    "                Ether_type=0\n",
    "\n",
    "\n",
    "            if j.haslayer(ARP):\n",
    "                ARP_hwtype=j[ARP].hwtype\n",
    "                ARP_ptype=j[ARP].ptype\n",
    "                ARP_hwlen=j[ARP].hwlen\n",
    "                ARP_plen=j[ARP].plen\n",
    "                ARP_op=j[ARP].op\n",
    "\n",
    "\n",
    "                ARP_hwsrc=j[ARP].hwsrc\n",
    "                ARP_psrc=j[ARP].psrc\n",
    "                ARP_hwdst=j[ARP].hwdst\n",
    "                ARP_pdst=j[ARP].pdst\n",
    "\n",
    "                if j[ARP].hwsrc not in Ether_adresses:\n",
    "                    Ether_adresses.append(j[ARP].hwsrc)\n",
    "                if j[ARP].psrc not in IP_adresses:\n",
    "                    IP_adresses.append(j[ARP].psrc)           \n",
    "                if j[ARP].hwdst not in Ether_adresses:\n",
    "                    Ether_adresses.append(j[ARP].hwdst)\n",
    "                if j[ARP].pdst not in IP_adresses:\n",
    "                    IP_adresses.append(j[ARP].pdst)\n",
    "\n",
    "\n",
    "                ARP_hwsrc=j[ARP].hwsrc#Ether_adresses.index(j[ARP].hwsrc)+1\n",
    "                ARP_psrc=j[ARP].psrc#IP_adresses.index(j[ARP].psrc)+1\n",
    "                ARP_hwdst=j[ARP].hwdst#Ether_adresses.index(j[ARP].hwdst)+1\n",
    "                ARP_pdst=j[ARP].pdst#IP_adresses.index(j[ARP].pdst)+1\n",
    "\n",
    "\n",
    "            else:\n",
    "                ARP_hwtype=0\n",
    "                ARP_ptype=0\n",
    "                ARP_hwlen=0\n",
    "                ARP_plen=0\n",
    "                ARP_op=0\n",
    "                ARP_hwsrc=0\n",
    "                ARP_psrc=0\n",
    "                ARP_hwdst=0\n",
    "                ARP_pdst=0            \n",
    "\n",
    "\n",
    "            if j.haslayer(LLC):\n",
    "                LLC_dsap=j[LLC].dsap\n",
    "                LLC_ssap=j[LLC].ssap\n",
    "                LLC_ctrl=j[LLC].ctrl\n",
    "            else:\n",
    "                LLC_dsap=0\n",
    "                LLC_ssap=0\n",
    "                LLC_ctrl=0            \n",
    "\n",
    "\n",
    "\n",
    "            if j.haslayer(EAPOL):\n",
    "                EAPOL_version=j[EAPOL].version\n",
    "                EAPOL_type=j[EAPOL].type\n",
    "                EAPOL_len=j[EAPOL].len\n",
    "\n",
    "            else:\n",
    "                EAPOL_version=0\n",
    "                EAPOL_type=0\n",
    "                EAPOL_len=0            \n",
    "\n",
    "\n",
    "            if j.haslayer(IP):\n",
    "\n",
    "                IP_Z = 0\n",
    "                IP_MF= 0\n",
    "                IP_DF= 0\n",
    "\n",
    "                IP_version=j[IP].version\n",
    "                IP_ihl=j[IP].ihl\n",
    "                IP_tos=j[IP].tos\n",
    "                IP_len=j[IP].len\n",
    "                IP_id=j[IP].id\n",
    "                IP_flags=j[IP].flags\n",
    "\n",
    "                IP_frag=j[IP].frag\n",
    "                IP_ttl=j[IP].ttl\n",
    "                IP_proto=j[IP].proto\n",
    "                IP_chksum=j[IP].chksum\n",
    "\n",
    "\n",
    "                #if j[IP].options!=0:\n",
    "                IP_options=j[IP].options\n",
    "                if \"IPOption_Router_Alert\"   in str(IP_options):\n",
    "                    IP_options=1\n",
    "                else:IP_options=0\n",
    "                \n",
    "                \n",
    "                if j[Ether].src not in dst_ip_list:\n",
    "                    dst_ip_list[j[Ether].src]=[]\n",
    "                    dst_ip_list[j[Ether].src].append(j[IP].dst)\n",
    "                elif j[IP].dst not in dst_ip_list[j[Ether].src]:\n",
    "                    dst_ip_list[j[Ether].src].append(j[IP].dst)\n",
    "                IP_add_count=len(dst_ip_list[j.src])\n",
    "\n",
    "                #if IP_flags not in ipf: ipf.append(IP_flags)\n",
    "\n",
    "                if IP_flags & Z:IP_Z = 1\n",
    "                if IP_flags & MF:IP_MF = 1\n",
    "                if IP_flags & DF:IP_DF = 1\n",
    "                #if \"Flag\" in str(IP_flags):\n",
    "                    #IP_flags=str(IP_flags)\n",
    "                    #temp=IP_flags.find(\"(\")\n",
    "                    #IP_flags=int(IP_flags[6:temp-1])\n",
    "\n",
    "\n",
    "                if j[IP].src not in IP_adresses:\n",
    "                    IP_adresses.append(j[IP].src)\n",
    "                if j[IP].dst  not in IP_adresses:\n",
    "                    IP_adresses.append(j[IP].dst)           \n",
    "\n",
    "                IP_src=j[IP].src#IP_adresses.index(j[IP].src)+1\n",
    "                IP_dst=j[IP].dst#IP_adresses.index(j[IP].dst)+1                \n",
    "\n",
    "\n",
    "\n",
    "            else:\n",
    "                IP_Z = 0\n",
    "                IP_MF= 0\n",
    "                IP_DF= 0\n",
    "\n",
    "                IP_version=0\n",
    "                IP_ihl=0\n",
    "                IP_tos=0\n",
    "                IP_len=0\n",
    "                IP_id=0\n",
    "                IP_flags=0\n",
    "                IP_frag=0\n",
    "                IP_ttl=0\n",
    "                IP_proto=0\n",
    "                IP_chksum=0\n",
    "                IP_src=0\n",
    "                IP_dst=0\n",
    "                IP_options=0\n",
    "                IP_add_count=0            \n",
    "\n",
    "            if j.haslayer(ICMP):\n",
    "                ICMP_type=j[ICMP].type\n",
    "                ICMP_code=j[ICMP].code\n",
    "                ICMP_chksum=j[ICMP].chksum\n",
    "                ICMP_id=j[ICMP].id\n",
    "                ICMP_seq=j[ICMP].seq\n",
    "                ICMP_ts_ori=j[ICMP].ts_ori\n",
    "                ICMP_ts_rx=j[ICMP].ts_rx\n",
    "                ICMP_ts_tx=j[ICMP].ts_tx\n",
    "                ICMP_gw=j[ICMP].gw\n",
    "                ICMP_ptr=j[ICMP].ptr\n",
    "                ICMP_reserved=j[ICMP].reserved\n",
    "                ICMP_length=j[ICMP].length\n",
    "                ICMP_addr_mask=j[ICMP].addr_mask\n",
    "                ICMP_nexthopmtu=j[ICMP].nexthopmtu\n",
    "                ICMP_unused=j[ICMP].unused\n",
    "            else:\n",
    "                ICMP_type=0\n",
    "                ICMP_code=0\n",
    "                ICMP_chksum=0\n",
    "                ICMP_id=0\n",
    "                ICMP_seq=0\n",
    "                ICMP_ts_ori=0\n",
    "                ICMP_ts_rx=0\n",
    "                ICMP_ts_tx=0\n",
    "                ICMP_gw=0\n",
    "                ICMP_ptr=0\n",
    "                ICMP_reserved=0\n",
    "                ICMP_length=0\n",
    "                ICMP_addr_mask=0\n",
    "                ICMP_nexthopmtu=0\n",
    "                ICMP_unused=0\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "            if j.haslayer(TCP):\n",
    "                TCP_FIN = 0\n",
    "                TCP_SYN = 0\n",
    "                TCP_RST = 0\n",
    "                TCP_PSH = 0\n",
    "                TCP_ACK = 0\n",
    "                TCP_URG = 0\n",
    "                TCP_ECE = 0\n",
    "                TCP_CWR = 0\n",
    "                TCP_sport=j[TCP].sport\n",
    "                TCP_dport=j[TCP].dport\n",
    "                TCP_seq=j[TCP].seq\n",
    "                TCP_ack=j[TCP].ack\n",
    "                TCP_dataofs=j[TCP].dataofs\n",
    "                TCP_reserved=j[TCP].reserved\n",
    "                TCP_flags=j[TCP].flags\n",
    "\n",
    "                TCP_window=j[TCP].window\n",
    "                TCP_chksum=j[TCP].chksum\n",
    "                TCP_urgptr=j[TCP].urgptr\n",
    "                TCP_options=j[TCP].options\n",
    "                TCP_options= str(TCP_options).replace(\",\",\"-\")\n",
    "                if TCP_options!=\"0\":\n",
    "                    TCP_options=1\n",
    "                else:\n",
    "                    TCP_options=0\n",
    "                \n",
    "                \n",
    "                \n",
    "\n",
    "                #if TCP_flags not in tcpf:\n",
    "                    #tcpf.append(TCP_flags)\n",
    "                #print(TCP_options)\n",
    "                if TCP_flags & FIN:TCP_FIN = 1\n",
    "                if TCP_flags & SYN:TCP_SYN = 1\n",
    "                if TCP_flags & RST:TCP_RST = 1\n",
    "                if TCP_flags & PSH:TCP_PSH = 1\n",
    "                if TCP_flags & ACK:TCP_ACK = 1\n",
    "                if TCP_flags & URG:TCP_URG = 1\n",
    "                if TCP_flags & ECE:TCP_ECE = 1\n",
    "                if TCP_flags & CWR:TCP_CWR = 1   \n",
    "                #print(TCP_flags)\n",
    "                #if \"Flag\" in str(TCP_flags):\n",
    "                    #TCP_flags=str(TCP_flags)\n",
    "                    #temp=TCP_flags.find(\"(\")\n",
    "                    #TCP_flags=int(TCP_flags[6:temp-1])\n",
    "                    \n",
    "\n",
    "\n",
    "\n",
    "            else:\n",
    "                TCP_sport=0\n",
    "                TCP_dport=0\n",
    "                TCP_seq=0\n",
    "                TCP_ack=0\n",
    "                TCP_dataofs=0\n",
    "                TCP_reserved=0\n",
    "                TCP_flags=0\n",
    "                TCP_window=0\n",
    "                TCP_chksum=0\n",
    "                TCP_urgptr=0\n",
    "                TCP_options=0\n",
    "                TCP_options=0\n",
    "                TCP_FIN = 0\n",
    "                TCP_SYN = 0\n",
    "                TCP_RST = 0\n",
    "                TCP_PSH = 0\n",
    "                TCP_ACK = 0\n",
    "                TCP_URG = 0\n",
    "                TCP_ECE = 0\n",
    "                TCP_CWR = 0\n",
    "\n",
    "\n",
    "            if j.haslayer(UDP):\n",
    "                UDP_sport=j[UDP].sport\n",
    "                UDP_dport=j[UDP].dport\n",
    "                UDP_len=j[UDP].len\n",
    "                UDP_chksum=j[UDP].chksum\n",
    "            else:\n",
    "                UDP_sport=0\n",
    "                UDP_dport=0\n",
    "                UDP_len=0\n",
    "                UDP_chksum=0\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "            if j.haslayer(DHCP):\n",
    "                DHCP_options=str(j[DHCP].options)\n",
    "                DHCP_options=DHCP_options.replace(\",\",\"-\")\n",
    "                if \"message\" in DHCP_options:\n",
    "                    x = DHCP_options.find(\")\")\n",
    "                    DHCP_options=int(DHCP_options[x-1])\n",
    "                    \n",
    "            else:\n",
    "                DHCP_options=0            \n",
    "\n",
    "\n",
    "            if j.haslayer(BOOTP):\n",
    "                BOOTP_op=j[BOOTP].op\n",
    "                BOOTP_htype=j[BOOTP].htype\n",
    "                BOOTP_hlen=j[BOOTP].hlen\n",
    "                BOOTP_hops=j[BOOTP].hops\n",
    "                BOOTP_xid=j[BOOTP].xid\n",
    "                BOOTP_secs=j[BOOTP].secs\n",
    "                BOOTP_flags=j[BOOTP].flags\n",
    "                #if \"Flag\" in str(BOOTP_flags):BOOTP_flags=str(BOOTP_flags)temp=BOOTP_flags.find(\"(\") BOOTP_flags=int(BOOTP_flags[6:temp-1])\n",
    "                BOOTP_ciaddr=j[BOOTP].ciaddr\n",
    "                BOOTP_yiaddr=j[BOOTP].yiaddr\n",
    "                BOOTP_siaddr=j[BOOTP].siaddr\n",
    "                BOOTP_giaddr=j[BOOTP].giaddr\n",
    "                BOOTP_chaddr=j[BOOTP].chaddr\n",
    "                BOOTP_sname=str(j[BOOTP].sname)\n",
    "                if BOOTP_sname!=\"0\":\n",
    "                    BOOTP_sname=1\n",
    "                else:\n",
    "                    BOOTP_sname=0\n",
    "                BOOTP_file=str(j[BOOTP].file)\n",
    "                if BOOTP_file!=\"0\":\n",
    "                    BOOTP_file=1\n",
    "                else:\n",
    "                    BOOTP_file=0\n",
    "                \n",
    "                BOOTP_options=str(j[BOOTP].options)\n",
    "                BOOTP_options=BOOTP_options.replace(\",\",\"-\")\n",
    "                if BOOTP_options!=\"0\":\n",
    "                    BOOTP_options=1\n",
    "                else:\n",
    "                    BOOTP_options=0\n",
    "            else:\n",
    "                BOOTP_op=0\n",
    "                BOOTP_htype=0\n",
    "                BOOTP_hlen=0\n",
    "                BOOTP_hops=0\n",
    "                BOOTP_xid=0\n",
    "                BOOTP_secs=0\n",
    "                BOOTP_flags=0\n",
    "                BOOTP_ciaddr=0\n",
    "                BOOTP_yiaddr=0\n",
    "                BOOTP_siaddr=0\n",
    "                BOOTP_giaddr=0\n",
    "                BOOTP_chaddr=0\n",
    "                BOOTP_sname=0\n",
    "                BOOTP_file=0\n",
    "                BOOTP_options=0\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "            if j.haslayer(DNS):\n",
    "                DNS_length=j[DNS].length\n",
    "                DNS_id=j[DNS].id\n",
    "                DNS_qr=j[DNS].qr\n",
    "                DNS_opcode=j[DNS].opcode\n",
    "                DNS_aa=j[DNS].aa\n",
    "                DNS_tc=j[DNS].tc\n",
    "                DNS_rd=j[DNS].rd\n",
    "                DNS_ra=j[DNS].ra\n",
    "                DNS_z=j[DNS].z\n",
    "                DNS_ad=j[DNS].ad\n",
    "                DNS_cd=j[DNS].cd\n",
    "                DNS_rcode=j[DNS].rcode\n",
    "                DNS_qdcount=j[DNS].qdcount\n",
    "                DNS_ancount=j[DNS].ancount\n",
    "                DNS_nscount=j[DNS].nscount\n",
    "                DNS_arcount=j[DNS].arcount\n",
    "                DNS_qd=str(j[DNS].qd).replace(\",\",\"-\")\n",
    "                if DNS_qd!=\"0\":\n",
    "                    DNS_qd=1\n",
    "                else:\n",
    "                    DNS_qd=0\n",
    "                DNS_an=str(j[DNS].an).replace(\",\",\"-\")\n",
    "                if DNS_an!=\"0\":\n",
    "                    DNS_an=1\n",
    "                else:\n",
    "                    DNS_an=0\n",
    "                DNS_ns=str(j[DNS].ns).replace(\",\",\"-\")\n",
    "                if DNS_ns!=\"0\":\n",
    "                    DNS_ns=1\n",
    "                else:\n",
    "                    DNS_ns=0\n",
    "                DNS_ar=str(j[DNS].ar).replace(\",\",\"-\")\n",
    "                if DNS_ar!=\"0\":\n",
    "                    DNS_ar=1\n",
    "                else:\n",
    "                    DNS_ar=0\n",
    "            else:\n",
    "                DNS_length=0\n",
    "                DNS_id=0\n",
    "                DNS_qr=0\n",
    "                DNS_opcode=0\n",
    "                DNS_aa=0\n",
    "                DNS_tc=0\n",
    "                DNS_rd=0\n",
    "                DNS_ra=0\n",
    "                DNS_z=0\n",
    "                DNS_ad=0\n",
    "                DNS_cd=0\n",
    "                DNS_rcode=0\n",
    "                DNS_qdcount=0\n",
    "                DNS_ancount=0\n",
    "                DNS_nscount=0\n",
    "                DNS_arcount=0\n",
    "                DNS_qd=0\n",
    "                DNS_an=0\n",
    "                DNS_ns=0\n",
    "                DNS_ar=0\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "            pdata=[]\n",
    "            if \"TCP\" in j:            \n",
    "                pdata = (j[TCP].payload)\n",
    "            if \"Raw\" in j:\n",
    "                pdata = (j[Raw].load)\n",
    "            elif \"UDP\" in j:            \n",
    "                pdata = (j[UDP].payload)\n",
    "            elif \"ICMP\" in j:            \n",
    "                pdata = (j[ICMP].payload)\n",
    "            pdata=list(memoryview(bytes(pdata)))            \n",
    "    \n",
    "            if pdata!=[]:\n",
    "                entropy=shannon(pdata)        \n",
    "            else:\n",
    "                entropy=0\n",
    "            payload_bytes=len(pdata)\n",
    "\n",
    "            sport_class=port_class(TCP_sport+UDP_sport)\n",
    "            dport_class=port_class(TCP_dport+UDP_dport)\n",
    "            sport23=port_1023(TCP_sport+UDP_sport)\n",
    "            dport23=port_1023(TCP_dport+UDP_dport)\n",
    "            sport_bare=TCP_sport+UDP_sport\n",
    "            dport_bare=TCP_dport+UDP_dport#port_class(TCP_dport+UDP_dport)\n",
    "            \n",
    "            label=MAC_list[j.src]\n",
    "            Mac=j.src\n",
    "            \n",
    "             \n",
    "            if label==\"unknown\" and j.dst in ['3c:49:37:03:17:db', '3c:49:37:03:17:f0', '5c:cf:7f:06:d9:02', '5c:cf:7f:07:ae:fb'] :\n",
    "                label=MAC_list[j.dst] #Both outgoing and incoming packets were added because the packet numbers of these devices were very low.\n",
    "                Mac=j.dst\n",
    "                \n",
    "           \n",
    "            \n",
    "            \n",
    "            \n",
    "            line=[pck_size,\n",
    "            Ether_type,\n",
    "            LLC_dsap,\n",
    "            LLC_ssap,\n",
    "            LLC_ctrl,\n",
    "            EAPOL_version,\n",
    "            EAPOL_type,\n",
    "            EAPOL_len,\n",
    "            IP_version,\n",
    "            IP_ihl,\n",
    "            IP_tos,\n",
    "            IP_len,\n",
    "            IP_flags,\n",
    "            IP_Z,\n",
    "            IP_MF,\n",
    "            IP_id,\n",
    "            IP_chksum,\n",
    "            IP_DF  ,\n",
    "            IP_frag,\n",
    "            IP_ttl,\n",
    "            IP_proto,\n",
    "            IP_options,\n",
    "            IP_add_count,\n",
    "            ICMP_type,\n",
    "            ICMP_code,\n",
    "            ICMP_chksum,\n",
    "            ICMP_id,\n",
    "            ICMP_seq,\n",
    "            ICMP_ts_ori,\n",
    "            ICMP_ts_rx,\n",
    "            ICMP_ts_tx,\n",
    "            ICMP_ptr,\n",
    "            ICMP_reserved,\n",
    "            ICMP_length,\n",
    "            #ICMP_addr_mask,\n",
    "            ICMP_nexthopmtu,\n",
    "            ICMP_unused,\n",
    "            TCP_seq,\n",
    "            TCP_ack,\n",
    "            TCP_dataofs,\n",
    "            TCP_reserved,\n",
    "            TCP_flags,\n",
    "            TCP_FIN,\n",
    "            TCP_SYN,\n",
    "            TCP_RST,\n",
    "            TCP_PSH,\n",
    "            TCP_ACK,\n",
    "            TCP_URG,\n",
    "            TCP_ECE,\n",
    "            TCP_CWR   ,\n",
    "            TCP_window,\n",
    "            TCP_chksum,\n",
    "            TCP_urgptr,\n",
    "            TCP_options,\n",
    "            UDP_len,\n",
    "            UDP_chksum,\n",
    "            DHCP_options,\n",
    "            BOOTP_op,\n",
    "            BOOTP_htype,\n",
    "            BOOTP_hlen,\n",
    "            BOOTP_hops,\n",
    "            BOOTP_xid,\n",
    "            BOOTP_secs,\n",
    "            BOOTP_flags,\n",
    "            BOOTP_sname,\n",
    "            BOOTP_file,\n",
    "            BOOTP_options,\n",
    "            DNS_length,\n",
    "            DNS_id,\n",
    "            DNS_qr,\n",
    "            DNS_opcode,\n",
    "            DNS_aa,\n",
    "            DNS_tc,\n",
    "            DNS_rd,\n",
    "            DNS_ra,\n",
    "            DNS_z,\n",
    "            DNS_ad,\n",
    "            DNS_cd,\n",
    "            DNS_rcode,\n",
    "            DNS_qdcount,\n",
    "            DNS_ancount,\n",
    "            DNS_nscount,\n",
    "            DNS_arcount,\n",
    "            sport_class,\n",
    "            dport_class,\n",
    "            sport23,\n",
    "            dport23,\n",
    "            sport_bare,\n",
    "            dport_bare,\n",
    "            TCP_sport,\n",
    "            TCP_dport,\n",
    "            UDP_sport,\n",
    "            UDP_dport, \n",
    "            payload_bytes,\n",
    "            entropy,\n",
    "            label,\n",
    "            Mac,filename[2],filename[3][:-5]]\n",
    "\n",
    "            #print(line)\n",
    "            line=str(line).replace(\"[\",\"\")\n",
    "            line=str(line).replace(\"]\",\"\")\n",
    "            #line=str(line).replace(\"\\',\",\"-\")\n",
    "            line=str(line).replace(\", \",\",\")\n",
    "            line=str(line).replace(\"\\'\",\"\")\n",
    "            line=str(line).replace(\"None\",\"0\")\n",
    "            if label!=\"unknown\":\n",
    "                ths.write(str(line)+\"\\n\")  \n",
    "      \n",
    "            #kk=line.split(\",\")\n",
    "            #print(len(kk))\n",
    "            #if len(kk)==112:\n",
    "            #ths.write(line+\"\\n\")\n",
    "\n",
    "            #else:print(line)\n",
    "    print(\"  - \",filename[2],\"-\",filename[3])\n",
    "            \n",
    "ths.close()          \n",
    "    \n",
    " "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Add Protocol feature using tshark"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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    }
   ],
   "source": [
    "filename=\"Protocol.csv\"\n",
    "\n",
    "ths = open(filename, \"w\")\n",
    "ths.write(\"Protocol\\n\")\n",
    "for ii,i in enumerate(files_add):\n",
    "    command=\"tshark -r \"+i+\" -T fields -e _ws.col.Protocol -E header=n -E separator=, -E quote=d -E occurrence=f > temp.csv\"\n",
    "    os.system(command)\n",
    "\n",
    "    with open(\"temp.csv\", \"r\") as file:\n",
    "        while True:\n",
    "            line=file.readline()\n",
    "            if line==\"\":break\n",
    "            if  \"ARP\" not in line:# this line eliminates the headers of CSV files and incomplete streams .\n",
    "                ths.write(str(line))\n",
    "            else:\n",
    "                continue                       \n",
    "      \n",
    "    print(\"   {}  /  {}\".format(ii,len(files_add)))    \n",
    "    os.remove(\"temp.csv\")\n",
    "ths.close()  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\kahra\\AppData\\Local\\Temp\\ipykernel_2376\\3421991354.py:1: DtypeWarning: Columns (35) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  df1=pd.read_csv(\"aalto.csv\")\n"
     ]
    }
   ],
   "source": [
    "df1=pd.read_csv(\"aalto.csv\")\n",
    "#del df1[\"Protocol\"]\n",
    "df2=pd.read_csv(\"Protocol.csv\")\n",
    "df1[\"Protocol\"]=df2[\"Protocol\"]\n",
    "df1.to_csv(file_name,index=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "IP_flags = {'0': 1, '<Flag 0 ()>': 2, '<Flag 2 (DF)>': 3, '<Flag 1 (MF)>': 4}\n",
    "TCP_flags = {'0': 1, '<Flag 2 (S)>': 2, '<Flag 18 (SA)>': 3, '<Flag 16 (A)>': 4, '<Flag 24 (PA)>': 5, '<Flag 25 (FPA)>': 6, '<Flag 17 (FA)>': 7, '<Flag 4 (R)>': 8, '<Flag 20 (RA)>': 9, '<Flag 194 (SEC)>': 10, '<Flag 1 (F)>': 11, '<Flag 152 (PAC)>': 12, '<Flag 144 (AC)>': 13,'<Flag 82 (SAE)>':14,'<Flag 49 (FAU)>':15}\n",
    "BOOTP_flags = {'0': 1, '<Flag 0 ()>': 2, '<Flag 32768 (B)>': 3, 0: 1}\n",
    "Protocol = {'EAPOL': 1, 'DHCP': 2, 'DNS': 3, 'TCP': 4, 'HTTP': 5, 'ICMP': 6, 'MDNS': 7, 'IGMPv3': 8, 'SSDP': 9, 'NTP': 10, 'HTTP/XML': 11, 'UDP': 12, 'SSLv2': 13, 'TLSv1': 14, 'ADwin Config': 15, 'TLSv1.2': 16, 'ICMPv6': 17, 'HTTP/JSON': 18, 'XID': 19, 'TFTP': 20, 'NXP 802.15.4 SNIFFER': 21, 'IGMPv2': 22, 'A21': 23, 'STUN': 24, 'Gearman': 25, '? KNXnet/IP': 26, 'UDPENCAP': 27, 'ESP': 28, 'SSL': 29, 'NBNS': 30, 'SIP': 31, 'BROWSER': 32, 'SABP': 33, 'ISAKMP': 34, 'CLASSIC-STUN': 35, 'Omni-Path': 36, 'XMPP/XML': 37, 'ULP': 38, 'TFP over TCP': 39, 'AX4000': 40, 'MIH': 41, 'DHCPv6': 42, 'TDLS': 43, 'RTMP': 44, 'TCPCL': 45, 'IPA': 46, 'GQUIC': 47, '0x86dd': 48, 'DB-LSP-DISC': 49, 'SSLv3': 50, 'LLMNR': 51, 'FB_ZERO': 52, 'OCSP': 53, 'IPv4': 54, 'STP': 55, 'SSH': 56, 'TLSv1.1': 57, 'KINK': 58, 'MANOLITO': 59, 'PKTC': 60, 'TELNET': 61, 'RTSP': 62, 'HCrt': 63, 'MPTCP': 64, 'S101': 65, 'IRC': 66, 'AJP13': 67, 'PMPROXY': 68, 'PNIO': 69, 'AMS': 70, 'ECATF': 71, 'LLC': 72, 'TZSP': 73,'RSIP':74,'SSHv2':75\n",
    ",'DIAMETER':76\n",
    ",'BFD Control':77\n",
    ",'ASAP':78\n",
    ",'DISTCC':79 \n",
    ",'DISTCC ':79       \n",
    ",'LISP':80\n",
    ",'WOW':81\n",
    ",'DTLSv1.0':82\n",
    ",'SNMP':83\n",
    ",'SMB2':84\n",
    ",'SMB':85\n",
    ",'NBSS':86\n",
    ",'UDT':87,'HiQnet':88\n",
    ",'POWERLINK/UDP':89\n",
    ",'RTP':90\n",
    ",'WebSocket':91\n",
    ",'NAT-PMP':92\n",
    ",'RTCP':93,'Syslog':94\n",
    ",'Portmap':95\n",
    ",'OpenVPN':96\n",
    ",'BJNP':97\n",
    ",'RIPv1':98\n",
    ",'MAC-Telnet':99\n",
    ",'ECHO':100\n",
    ",'ASF':101\n",
    ",'DAYTIME':102\n",
    ",'SRVLOC':103\n",
    ",'KRB4':104\n",
    ",'CAPWAP-Control':105\n",
    ",'XDMCP':106\n",
    ",'Chargen':107\n",
    ",'RADIUS':108\n",
    ",'L2TP':109\n",
    ",'DCERPC':110\n",
    ",'KPASSWD':111\n",
    ",'H264':112\n",
    ",'FTP':113\n",
    ",'FTP-DATA':114\n",
    ",'ENIP':115\n",
    ",'RIPv2':116\n",
    ",'ICP':117,\n",
    "\"BACnet-APDU\":118,\n",
    "\"IAX2\":119,\n",
    "\"RX\":120,\n",
    "\"HTTP2\":121,\n",
    "\"SIP/SDP\":122,\n",
    "\"TIME\":123,\n",
    "\"Elasticsearch\":124,\n",
    "\"RSL\":125,\n",
    "\"TPCP\":126,\n",
    " \"IPv6\":  127 }\n",
    "Folder= {'Aria': 'Aria', 'D-LinkCam': 'D-LinkCam', 'D-LinkDayCam': 'D-LinkDayCam', 'D-LinkDoorSensor': 'D-LinkDoorSensor', 'D-LinkHomeHub': 'D-LinkHomeHub', 'D-LinkSensor': 'D-LinkSensor', 'D-LinkSiren': 'D-LinkSiren', 'D-LinkSwitch': 'D-LinkSwitch', 'D-LinkWaterSensor': 'D-LinkWaterSensor', 'EdimaxCam1': 'EdimaxCam', 'EdimaxCam2': 'EdimaxCam', 'EdimaxPlug1101W': 'EdimaxPlug1101W', 'EdimaxPlug2101W': 'EdimaxPlug2101W', 'EdnetCam1': 'EdnetCam', 'EdnetCam2': 'EdnetCam', 'EdnetGateway': 'EdnetGateway', 'HomeMaticPlug': 'HomeMaticPlug', 'HueBridge': 'HueBridge', 'HueSwitch': 'HueSwitch', 'iKettle2': 'iKettle2', 'Lightify': 'Lightify', 'MAXGateway': 'MAXGateway', 'SmarterCoffee': 'SmarterCoffee', 'TP-LinkPlugHS100': 'TP-LinkPlugHS100', 'TP-LinkPlugHS110': 'TP-LinkPlugHS110', 'WeMoInsightSwitch': 'WeMoInsightSwitch', 'WeMoInsightSwitch2': 'WeMoInsightSwitch', 'WeMoLink': 'WeMoLink', 'WeMoSwitch': 'WeMoSwitch', 'WeMoSwitch2': 'WeMoSwitch', 'Withings': 'Withings'}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\kahra\\AppData\\Local\\Temp\\ipykernel_2376\\836494104.py:1: DtypeWarning: Columns (35) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  df=pd.read_csv(file_name)\n"
     ]
    }
   ],
   "source": [
    "df=pd.read_csv(file_name)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "df=df.replace({\"IP_flags\": IP_flags})\n",
    "df=df.replace({\"TCP_flags\": TCP_flags})\n",
    "df=df.replace({\"BOOTP_flags\": BOOTP_flags})\n",
    "df=df.replace({\"Protocol\": Protocol})\n",
    "df=df.replace({\"Folder\": Folder})\n",
    "del df[\"Label\"]\n",
    "df[\"Label\"]=df[\"Folder\"]\n",
    "del df[\"Folder\"]\n",
    "del df[\"Session\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pck_size</th>\n",
       "      <th>Ether_type</th>\n",
       "      <th>LLC_dsap</th>\n",
       "      <th>LLC_ssap</th>\n",
       "      <th>LLC_ctrl</th>\n",
       "      <th>EAPOL_version</th>\n",
       "      <th>EAPOL_type</th>\n",
       "      <th>EAPOL_len</th>\n",
       "      <th>IP_version</th>\n",
       "      <th>IP_ihl</th>\n",
       "      <th>...</th>\n",
       "      <th>dport_bare</th>\n",
       "      <th>TCP_sport</th>\n",
       "      <th>TCP_dport</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>UDP_dport</th>\n",
       "      <th>payload_bytes</th>\n",
       "      <th>entropy</th>\n",
       "      <th>MAC</th>\n",
       "      <th>Protocol</th>\n",
       "      <th>Label</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>117</td>\n",
       "      <td>4.066372</td>\n",
       "      <td>20:f8:5e:ca:91:52</td>\n",
       "      <td>1</td>\n",
       "      <td>Aria</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>95</td>\n",
       "      <td>34958</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>95</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>95</td>\n",
       "      <td>1.631315</td>\n",
       "      <td>20:f8:5e:ca:91:52</td>\n",
       "      <td>1</td>\n",
       "      <td>Aria</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>328</td>\n",
       "      <td>2048</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>67</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>68</td>\n",
       "      <td>67</td>\n",
       "      <td>300</td>\n",
       "      <td>1.565892</td>\n",
       "      <td>20:f8:5e:ca:91:52</td>\n",
       "      <td>2</td>\n",
       "      <td>Aria</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>328</td>\n",
       "      <td>2048</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>67</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>68</td>\n",
       "      <td>67</td>\n",
       "      <td>300</td>\n",
       "      <td>1.597166</td>\n",
       "      <td>20:f8:5e:ca:91:52</td>\n",
       "      <td>2</td>\n",
       "      <td>Aria</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>328</td>\n",
       "      <td>2048</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>67</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>68</td>\n",
       "      <td>67</td>\n",
       "      <td>300</td>\n",
       "      <td>1.899203</td>\n",
       "      <td>20:f8:5e:ca:91:52</td>\n",
       "      <td>2</td>\n",
       "      <td>Aria</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19927</th>\n",
       "      <td>313</td>\n",
       "      <td>2048</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>80</td>\n",
       "      <td>49154</td>\n",
       "      <td>80</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>273</td>\n",
       "      <td>5.144670</td>\n",
       "      <td>00:24:e4:24:80:2a</td>\n",
       "      <td>10</td>\n",
       "      <td>Withings</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19928</th>\n",
       "      <td>262</td>\n",
       "      <td>2048</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>80</td>\n",
       "      <td>49154</td>\n",
       "      <td>80</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>222</td>\n",
       "      <td>5.123301</td>\n",
       "      <td>00:24:e4:24:80:2a</td>\n",
       "      <td>10</td>\n",
       "      <td>Withings</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19929</th>\n",
       "      <td>40</td>\n",
       "      <td>2048</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>80</td>\n",
       "      <td>49154</td>\n",
       "      <td>80</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>00:24:e4:24:80:2a</td>\n",
       "      <td>3</td>\n",
       "      <td>Withings</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19930</th>\n",
       "      <td>40</td>\n",
       "      <td>2048</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>80</td>\n",
       "      <td>49154</td>\n",
       "      <td>80</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>00:24:e4:24:80:2a</td>\n",
       "      <td>3</td>\n",
       "      <td>Withings</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19931</th>\n",
       "      <td>40</td>\n",
       "      <td>2048</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>80</td>\n",
       "      <td>49154</td>\n",
       "      <td>80</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>00:24:e4:24:80:2a</td>\n",
       "      <td>4</td>\n",
       "      <td>Withings</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>19932 rows × 97 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       pck_size  Ether_type  LLC_dsap  LLC_ssap  LLC_ctrl  EAPOL_version  \\\n",
       "0           117       34958         0         0         0              1   \n",
       "1            95       34958         0         0         0              1   \n",
       "2           328        2048         0         0         0              0   \n",
       "3           328        2048         0         0         0              0   \n",
       "4           328        2048         0         0         0              0   \n",
       "...         ...         ...       ...       ...       ...            ...   \n",
       "19927       313        2048         0         0         0              0   \n",
       "19928       262        2048         0         0         0              0   \n",
       "19929        40        2048         0         0         0              0   \n",
       "19930        40        2048         0         0         0              0   \n",
       "19931        40        2048         0         0         0              0   \n",
       "\n",
       "       EAPOL_type  EAPOL_len  IP_version  IP_ihl  ...  dport_bare  TCP_sport  \\\n",
       "0               3        117           0       0  ...           0          0   \n",
       "1               3         95           0       0  ...           0          0   \n",
       "2               0          0           4       5  ...          67          0   \n",
       "3               0          0           4       5  ...          67          0   \n",
       "4               0          0           4       5  ...          67          0   \n",
       "...           ...        ...         ...     ...  ...         ...        ...   \n",
       "19927           0          0           4       5  ...          80      49154   \n",
       "19928           0          0           4       5  ...          80      49154   \n",
       "19929           0          0           4       5  ...          80      49154   \n",
       "19930           0          0           4       5  ...          80      49154   \n",
       "19931           0          0           4       5  ...          80      49154   \n",
       "\n",
       "       TCP_dport  UDP_sport  UDP_dport  payload_bytes   entropy  \\\n",
       "0              0          0          0            117  4.066372   \n",
       "1              0          0          0             95  1.631315   \n",
       "2              0         68         67            300  1.565892   \n",
       "3              0         68         67            300  1.597166   \n",
       "4              0         68         67            300  1.899203   \n",
       "...          ...        ...        ...            ...       ...   \n",
       "19927         80          0          0            273  5.144670   \n",
       "19928         80          0          0            222  5.123301   \n",
       "19929         80          0          0              0  0.000000   \n",
       "19930         80          0          0              0  0.000000   \n",
       "19931         80          0          0              0  0.000000   \n",
       "\n",
       "                     MAC  Protocol     Label  \n",
       "0      20:f8:5e:ca:91:52         1      Aria  \n",
       "1      20:f8:5e:ca:91:52         1      Aria  \n",
       "2      20:f8:5e:ca:91:52         2      Aria  \n",
       "3      20:f8:5e:ca:91:52         2      Aria  \n",
       "4      20:f8:5e:ca:91:52         2      Aria  \n",
       "...                  ...       ...       ...  \n",
       "19927  00:24:e4:24:80:2a        10  Withings  \n",
       "19928  00:24:e4:24:80:2a        10  Withings  \n",
       "19929  00:24:e4:24:80:2a         3  Withings  \n",
       "19930  00:24:e4:24:80:2a         3  Withings  \n",
       "19931  00:24:e4:24:80:2a         4  Withings  \n",
       "\n",
       "[19932 rows x 97 columns]"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_csv(file_name,index=None)\n",
    "os.remove(\"aalto.csv\")\n",
    "os.remove(\"Protocol.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "________________"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\kahra\\AppData\\Local\\Temp\\ipykernel_2376\\1521769682.py:1: DtypeWarning: Columns (35) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  df1=pd.read_csv(\"Aalto_train_IoTDevID.csv\")\n",
      "C:\\Users\\kahra\\AppData\\Local\\Temp\\ipykernel_2376\\1521769682.py:2: DtypeWarning: Columns (35) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  df2=pd.read_csv(\"Aalto_validation_IoTDevID.csv\")\n"
     ]
    }
   ],
   "source": [
    "df1=pd.read_csv(\"Aalto_train_IoTDevID.csv\")\n",
    "df2=pd.read_csv(\"Aalto_validation_IoTDevID.csv\")\n",
    "frames = [df1, df2]\n",
    "result = pd.concat(frames)\n",
    "result.to_csv(\"Aalto_BIG_train_IoTDevID.csv\",index=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
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   "language": "python",
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