Title :
Intrusion Detection for High-Speed Networks Based on Producing System
Author :
Chen, Ken ; Yu, Fei ; Xu, Cheng ; Liu, Yan
Author_Institution :
Hunan Agric. Univ., Changsha
Abstract :
This paper firstly analyzed the front pattern matching algorithm of intrusion detection system, and improved on the pattern matching algorithm. Having immediately analyzed Rete algorithm and aimed at its shortage, the paper introduced the FRete net algorithm on the basis of Rete net algorithm constituting an inference machine based on FRete matching algorithm, which could infer logical suspicious facts. Then the authors discussed and designed an intrusion detection system based on high-speed networks, and finally established a simulation and experiment platform to test the performance of IDS.
Keywords :
computer networks; inference mechanisms; pattern matching; security of data; FRete net algorithm; high-speed networks; inference machine; intrusion detection; logical suspicious facts; pattern matching algorithm; producing system; Algorithm design and analysis; Computer architecture; Computer networks; Data mining; Data security; High-speed networks; Inference algorithms; Intrusion detection; Pattern matching; Protection;
Conference_Titel :
Knowledge Discovery and Data Mining, 2008. WKDD 2008. First International Workshop on
Conference_Location :
Adelaide, SA
Print_ISBN :
978-0-7695-3090-1
DOI :
10.1109/WKDD.2008.87
