Web Intelligence and Intelligent Agent Technology, International Conference on (2006)
Hong Kong, China
Dec. 18, 2006 to Dec. 22, 2006
Jun Wu , Nanjing University, China
Chong-jun Wang , Nanjing University, China
Jun Wang , Nanjing University, China
Shi-fu Chen , Nanjing University, China
At present, distributed intrusion detection systems are taking on more and more characteristic of distributing and intelligence. Multi-agent system (MAS), which shows its intelligence by the interaction of a group of intelligent agents, is a popular tool for building novel intrusion detection systems (IDSs). The BDI (Belief-Desire- Intention) model is a well studied architecture of agency for intelligent agents situated in complex and dynamic environments. Traditional MAS-based distributed IDSs commonly do their detection work within a framework that employs the method of distributed data collection and hierarchical data analysis. This is a simple and strict method, but it restricts the characteristic of distributing, intelligence and real-time response badly. In this paper, we present a dynamically-created hierarchical framework, and then bring forward the basic algorithm system to support it. We introduce the opponent BDI model to our agents, and realize the detection based on multi-agent cooperation, which effectively improves the traditional distributed intrusion detection.
J. Wu, S. Chen, C. Wang and J. Wang, "Dynamic Hierarchical Distributed Intrusion Detection System Based on Multi-Agent System," Web Intelligence and Intelligent Agent Technology, International Conference on(WI-IATW), Hong Kong, China, 2006, pp. 89-93.