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On the Value of Coordination in Distributed Self-Adaptation of Intrusion Detection System
Found in: Web Intelligence and Intelligent Agent Technology, IEEE/WIC/ACM International Conference on
By Martin Reh´k,Martin Grill,Jan Stiborek
Issue Date:August 2011
pp. 196-203
We present an empirical study of distributed adaptation in an Intrusion Detection System. The adaptation model is based on a game-theoretical approach and we use regret minimization techniques to find globally robust behavior. We compare the effectiveness ...
Adaptive Multiagent System for Network Traffic Monitoring
Found in: IEEE Intelligent Systems
By Martin Rehák, Michal Pechoucek, Martin Grill, Jan Stiborek, Karel Bartoš, Pavel Celeda
Issue Date:May 2009
pp. 16-25
An application of agent-based data mining for near-real time detection of attacks against the computer networks and connected hosts is based on processing network traffic statistics provided by high-speed network monitoring cards and using a set of known a...