Topological Anti-Cheat for FPS Games
active
Novel method to identify likely cheaters by modeling player crosshair movement as trajectories on 2-spheres, fitting von Mises-Fisher distributions to characterize aim behavior, and clustering anomalies with HDBSCAN. Works on any FPS with replay data.
von Mises-Fisher
HDBSCAN
topology
Python
ValScout
in progress
Computer vision pipeline for VCT NA Challengers. YOLO-based player detection with custom CNN for scoreboard/map recognition. Automates match data extraction from broadcast footage.
YOLO
CNN
PyTorch
Valorant