> For the complete documentation index, see [llms.txt](https://whitepaper.candylandcarnage.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://whitepaper.candylandcarnage.com/12.-artificial-intelligence/12.2-implementation-steps/12.2.3.-phase-3-security-and-fair-play.md).

# 12.2.3. Phase 3: Security and Fair Play

* **Bot Detection:**
  * Collect data on player behaviors and train machine learning models to identify patterns indicative of bot activity.
  * Integrate these models within Unreal Engine for real-time bot detection.
  * Use Solana blockchain to log detected incidents securely, ensuring transparency and accountability.
* **Anti-Cheat Measures:**
  * Develop real-time monitoring systems to detect and respond to cheating behaviors.
  * Implement AI algorithms that learn and adapt to new cheating methods, keeping the game environment fair.