> For the complete documentation index, see [llms.txt](https://whitepaper.frak.id/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://whitepaper.frak.id/zhong-wen-ban-ben-the-sybel-ecosystem-white-paper/xi-bei-er-sheng-tai-xi-tong/zheng-qian-mo-shi/anti-cheating-system.md).

# Anti-cheating System

Three mechanics are used to stop cheating in the ecosystem, which includes the cheater’s account being punished: 

* Random ask for interaction
* Percentile data analysis through gaussian elimination
* Machine learning to detect cheating through data simulation 

Using devices that have been jailbroken, rooted, or with an altered OS will result in Sybel not working properly.