DocumentCode :
2567838
Title :
Design of Intrusion Detection System Based on Data Mining Algorithm
Author :
Song, Changxin ; Ma, Ke
Author_Institution :
Inst. of Comput. Inf. & Technol., Qinghai Normal Univ., Xining, China
fYear :
2009
fDate :
15-17 May 2009
Firstpage :
370
Lastpage :
373
Abstract :
Internet technology has developed rapidly and both software system and hardware equipment have improved greatly in recent years. However, Internet brings people not only convenience but also great potential threats. Facts show that potential safety hazards exist from the emergence of internet. As a kind of effective information security safeguard measure, intrusion detection makes up for the defects of traditional security protection techniques. As a kind of effective data analysis method, data mining is introduced into intrusion detection systems. This paper puts forward the idea of applying data mining technology to intrusion detection systems and then designs data preprocessing module, association analysis module and cluster module respectively.
Keywords :
Internet; data analysis; data mining; security of data; Internet technology; association analysis module; cluster module; data analysis method; data mining algorithm; data preprocessing module; hardware equipment; intrusion detection system; security protection techniques; software system; Algorithm design and analysis; Data mining; Data security; Hardware; Hazards; Information security; Internet; Intrusion detection; Safety; Software systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
2009 International Conference on Signal Processing Systems
Conference_Location :
Singapore
Print_ISBN :
978-0-7695-3654-5
Type :
conf
DOI :
10.1109/ICSPS.2009.202
Filename :
5166810
Link To Document :
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