Introduction to Machine Learning - Final Project

Group 5

• Eda ERER
• Muhammet Talha ODABAŞI

Chosen Dataset

• NATICUSdroid (Android Permissions): https://archive.ics.uci.edu/dataset/722/naticusdroid+android+permissions+dataset
• Contains permissions extracted from more than 29000 benign & malware Android apps released between 2010-2019.

How to run the project?

1. Create a Virtual Environment

   python3 -m venv <venv_name>

   • For Ubuntu:

     source ./<venv_name>/bin/activate

   • For Windows:

     .\<venv_name>\Scripts\Activate.ps1

2. Select Kernel (venv Python)
3. Install Requirements (first cell in the notebook)
4. Run All Cells