Anti-Cheat Field Notes

How anti-cheat systems classify suspicious activity.

fundamentals signature heuristic behavioral

Why modern anti-cheat moved into the Windows kernel.

kernel architecture ring0 usermode

How data collection feeds modern detection models.

telemetry machine-learning statistics

The 2020 debate over always-on kernel drivers.

case-study vanguard kernel controversy

High-level structure of Epic's anti-cheat platform.

eac vendor architecture

High-level structure of BattlEye's anti-cheat platform.

battleye vendor architecture

How anti-cheat actually works