Counter Strike Cheat Detection

We are two students working on a masters thesis regarding cheat detection in fps video games. We have found that Counter-Strike 2 currently (may 4. 2025) has a lot of cheaters, but when investigating anti cheat measures we find that a lot of companies are very secretive regarding their cheat detection process.

Therefore, we want to investigate the use of transformers to create a cheat detection model on demo data.

This organisation will contain all matters regarding the project such as: Data, context windows, Models etc.

Code

Data collection code can be found at: https://github.com/Pinkvinus/CS2_demo_scraper

Model training code can be found at: https://github.com/Pinkvinus/CS2_cheat_detection