# 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.


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