Blocking malicious kernel drivers (e.g., Cheat Engine drivers) that attempt to bypass user-mode security. 2.2 Server-Side Validation:

Periodic memory scans to detect loaded cheats or modified game variables.

As online multiplayer games grow in complexity, the prevalence of unauthorized third-party modifications (cheats) has increased. This paper details the design of a robust anti-cheat system focused on hybrid detection methods, including signature-based scanning, heuristic behavior analysis, and kernel-level monitoring. We evaluate its effectiveness against common exploits such as movement spoofing, memory injection, and packet manipulation.

Exploring the use of ML to identify subtle cheating patterns that evade traditional heuristic checks. 6. Conclusion

Using server-side physics to verify that player movement (e.g., speed, flight) adheres to vanilla game constraints .