DocumentCode
2175648
Title
An intrusion detection technique based on multi dimension VQ
Author
Wang, Xiaolei ; Hu, Jinping ; Liu, Fen ; Tang, Hongbo
Author_Institution
Nat. Digital Switching Syst. Eng. & Technol. Res. Center, Zhengzhou, China
fYear
2011
fDate
9-11 Sept. 2011
Firstpage
1317
Lastpage
1320
Abstract
This paper applied the theory of vector quantization, and changed the process of class into the process of cell segmenting, then proposed a new intrusion detection technique which need no training sample and has high stability. The simulation based on the kddcup99 data set and the contrast with other mainstream technique proved that it has high probability of detection and high stability.
Keywords
computer network security; vector quantisation; cell segmenting; detection probability; intrusion detection technique; kddcup99 data set; mainstream technique; multidimension VQ; vector quantization; Algorithm design and analysis; Computer crime; Conferences; Intrusion detection; Stability analysis; Vectors; LBG algorithm; class; intrusion detection; vector quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronics, Communications and Control (ICECC), 2011 International Conference on
Conference_Location
Ningbo
Print_ISBN
978-1-4577-0320-1
Type
conf
DOI
10.1109/ICECC.2011.6066560
Filename
6066560
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