Title :
Research on adaptive distributed intrusion detection system model based on Multi-Agent
Author :
Huailin, Dong ; Tianmao, Xu ; Qingfeng, Wu ; Yangbin, Liu
Author_Institution :
Software Sch., Xiamen Univ., Xiamen, China
Abstract :
To overcome the interdependence between the traditional intrusion detection system components, high false-alarm rate of the duplicated ones from the same invasion, and the inability of adaptive replacement of algorithm for mining when testing environment changed, this paper puts forward an adaptive distributed intrusion detection system model based on Multi-Agent, whose mining algorithm module employs Joint Detection mechanism, while dynamic election algorithm for the recovery mechanism, which improves the system adaptive ability to the external changes.
Keywords :
data mining; distributed processing; multi-agent systems; security of data; adaptive distributed intrusion detection system model; dynamic election algorithm; joint detection mechanism; mining algorithm module; multiagent model; recovery mechanism; Algorithm design and analysis; Data mining; Heuristic algorithms; Intrusion detection; Libraries; Nominations and elections; Adaptive; Agent; Distributed; IDS;
Conference_Titel :
Computer Science and Automation Engineering (CSAE), 2011 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-8727-1
DOI :
10.1109/CSAE.2011.5953199