Introduction to Reinforcement Learning
Introduction to Reinforcement Learning
Learning, regret minimization and option pricing
TARK '07 Proceedings of the 11th conference on Theoretical aspects of rationality and knowledge
Adaptive Multiagent System for Network Traffic Monitoring
IEEE Intelligent Systems
Alert correlation in collaborative intelligent intrusion detection systems-A survey
Applied Soft Computing
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We present distributed self-organized model for collaboration of multiple heterogeneous IDS sensors. The adaptation model is based on a game-theoretical approach that optimizes the behavior of each IDS node with respect to other nodes in highly dynamic environment. We performed initial experimental evaluation of the proposed collaboration model on two autonomous IDS detectors deployed on different parts of university network. We show that this Intrusion Detection Network significantly improves the detection effectiveness and brings advanced defensive mechanism against novel highly sophisticated threats.