This project comprises two stages: initially, traditional programming is used to detect Deauthentication and Evil Twin attacks, followed by employing machine learning in the second stage for enhanced attack detection.

Simulation

For simulating attacks, the project utilizes Airmon-ng for Deauthentication attacks and Airgeddon for Evil Twin attacks. In the machine learning segment, the AWID dataset has been used.

Deauthentication Attack

Evil Twin Attack

Prerequisites

• Python >=2.7, !=3.0., !=3.1., !=3.2., !=3.3., <4

Installation

1. Clone the repo

   git clone https://github.com/ertugrulgacal/wlan-ids.git

2. cd into the directory

   cd wlan-ids

3. Install Pyhon packages

   python3 -m pip install -r requirements.txt

4. Change the INTERFACE variable inside the program if youre using an interface that is not wlan0
5. Run the program with sudo

   sudo python3 main.py