Project 1: Minimal cybersecurity preprocessing

Project structure

• data folder: contains constants about datasets.
• Models folder: contains trainings' results.
• preprocessing folder: contains scripts and functions used for preprocessing operations.
• misc folder: contains miscellanous scripts and outputs that helped while developing the project, but they aren't used for the project's purpose.
• current working directory: contains the 8 python script files responsible for the trainings and the collection of the metrics.

Usage

1. Install Python 3.11
2. Install requirements pip install -r requirements.txt
3. Change datasets' paths inside the scripts
4. Run script python <training_script_name.py>

Datasets used

• ToN_IoT: source
• CSE-CIC-IDS2018: source
• Link to OneDrive folder: datasets