AI Framework for Cyber Kill-Chain Inference Using Policy-Value Guided MDP-MCTS
Published:Dec 17, 2025 07:31
•1 min read
•ArXiv
Analysis
This research explores a novel framework using AI to infer cyber kill-chains, a crucial aspect of cybersecurity. The methodology combines Policy-Value Guided MDP-MCTS, potentially improving the accuracy and efficiency of threat analysis.
Key Takeaways
- •The framework utilizes AI to analyze and understand cyber attack sequences.
- •Policy-Value Guided MDP-MCTS is the core methodological approach.
- •The research aims to improve threat detection and response capabilities.
Reference
“The research focuses on cyber kill-chain inference using a Policy-Value Guided MDP-MCTS Framework.”