Crossfire Anti-Cheat improvement suggestion
So I have an anti-cheat suggestion
You could improve anti-cheat by adding a server-side behavioral profiling system that tracks long term consistency, not just detecting known cheats. Specifically, track things like click time variance, recoil control patterns, and aim path smoothness. The goal shouldn't be to flag skilled players but detect statistically inhuman consistency over time (e. g near zero variance across many matches) which is typical of macros and soft aim-bots. This should work as a secondary anti-cheat to support existing systems, prioritizing checks and flagging accounts for further reviews. The idea is humans can perform very well but never with perfect consistency over long periods, so detecting sustained low variance behavior can help catch cheats that bypass traditional detection. Could work with reporting system in game so many reports flag a player where the profiling system checks more in depth and sends data to main anti-cheat to make a decision in real time (increase profiling intensity). Hope this could be a good base line for the developers (one thing I'd suggest also if this goes through is that this is tested on TOP players so there aren't any false bans).
You could improve anti-cheat by adding a server-side behavioral profiling system that tracks long term consistency, not just detecting known cheats. Specifically, track things like click time variance, recoil control patterns, and aim path smoothness. The goal shouldn't be to flag skilled players but detect statistically inhuman consistency over time (e. g near zero variance across many matches) which is typical of macros and soft aim-bots. This should work as a secondary anti-cheat to support existing systems, prioritizing checks and flagging accounts for further reviews. The idea is humans can perform very well but never with perfect consistency over long periods, so detecting sustained low variance behavior can help catch cheats that bypass traditional detection. Could work with reporting system in game so many reports flag a player where the profiling system checks more in depth and sends data to main anti-cheat to make a decision in real time (increase profiling intensity). Hope this could be a good base line for the developers (one thing I'd suggest also if this goes through is that this is tested on TOP players so there aren't any false bans).
Categories
- All Categories
- Z8Games
- Off-Topic - Go To Game OT Forums
- 1 Z8 Forum Discussion & Suggestions
- 16 Z8Games Announcements
- Rules & Conduct
- 5.4K CrossFire
- 1K CrossFire Announcements
- 1K Previous Announcements
- 2 Previous Patch Notes
- 1.4K Community
- 122 Modes
- 622 Suggestions
- 86 Clan Discussion and Recruitment
- 276 CF Competitive Forum
- 19 CFCL
- 26 Looking for a Team?
- 744 CrossFire Support
- 63 Suggestion
- 124 Bugs
- 29 CrossFire Guides
- 175 Technical Issues
- 48 CrossFire Off Topic