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Phishpedia Package

Program Design Purpose: We want import the NUS-Phishperida phishing URLs detection module into other project. The module need to be OOP so other program can use multi-threading to running several Phishperida module to check batch of URLs(10K ~ 100K).

Introduction

This module is used to package the NUS-Phishperida phishing URLs detection project as a black box API for other project to use. Put this module in the same folder of the NUS-Phishperida's 'main' module. NUS-Phishperida link: https://github.com/lindsey98/Phishpedia

Program Workflow

Version: v_0.1

Program Setup

Development Environment : Ubuntu 20.04, python 3.8.10-64bit
Additional Lib/Software Need:

Install torch 1.7 (only for CPU)

pip install torch==1.8.1+cpu torchvision==0.8.2+cpu torchaudio==0.7.2 -f https://download.pytorch.org/whl/torch_stable.html

Install torch 1.6 (not use this)

pip install torch==1.6.0+cpu torchvision==0.7.0+cpu -f https://download.pytorch.org/whl/torch_stable.html

https://pytorch.org/get-started/previous-versions/

Install Detectron-2 for CPU only

use the official pre-build

pip install detectron2 -f https://dl.fbaipublicfiles.com/detectron2/wheels/cpu/torch1.8/index.html

Install All the lib used by NUS-Phishperida

Follow this link: https://github.com/lindsey98/Phishpedia

Configuration Detail

Config steps file: doc/Phishpedia_cfg.md

Program Usage

  1. [optional] The machine learning part of Phisperida need to use the GPU of the computer; If you don't have Nvidia Graph card, you need to enable the CPU mode:

    File: Phishpedia/src/detectron2_pedia line 47:

    # uncomment if you installed detectron2 cpu version
# cfg.MODEL.DEVICE = 'cpu'

  2. Copy the file to the same folder of the NUS-Phishperida's 'main' module

  3. Cd to the program folder and run program execution cmd:

    python3 PhishperidaPKG.py

  4. Check the result:

    Result file: doc/cfg_steps

  5. --

Problem and Solution

Format:

Problem: (Situation description)

OS Platform :

Error Message:

Type: Setup exception

Solution:

Related Reference:

Last edit by LiuYuancheng(liu_yuan_cheng@hotmail.com) at 30/11/2021