GDC 2018: John McDonald (Valve) - Using Deep Learning to Combat Cheating in CSGO

Archive guide

A GDC 2018 talk by Valve's John McDonald on VACNet, a deep learning system that analyzes CS:GO gameplay to detect cheaters. It covers how the model is trained on human-reviewed Overwatch cases and how its output feeds human moderation.