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
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;
Conference_Titel :
Electronics, Communications and Control (ICECC), 2011 International Conference on
Conference_Location :
Ningbo
Print_ISBN :
978-1-4577-0320-1
DOI :
10.1109/ICECC.2011.6066560
