Network anomaly detection based on TCM-KNN and genetic algorithm

Network anomaly detection based on TCM-KNN and genetic algorithm

A network anomaly detection scheme based on TCM-KNN algorithm was proposed.Moreover,genetic algo-rithm（GA） based instance selection was introduced to boost the detection performance,meanwhile reduce the computa-tional cost for TCM-KNN.A series of experimental results demonstrate the proposed method...

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Bibliographic Details
Main Authors: LI Yang1, FANG Bin-xing1, GUO Li1, TIAN Zhi-hong1, ZHANG Yong-zheng1, JIANG Wei1
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2007-01-01
Series:Tongxin xuebao
Subjects:
network security
anomaly detection
TCM-KNN algorithm
generic algorithm
instance selection
Online Access:http://www.joconline.com.cn/zh/article/74657072/
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