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
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