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《Chinese Journal of Sensors and Actuators》 2008-08
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An Anomaly Detection Scheme for Wireless Sensor Networks Based on Kernel Clustering

YANG Li-bin,MU De-jun,CAI Xiao-yan(College of Automation,Northwestern Polytechnical University,Xi'an 710072,China)  
To the specific features of wireless sensor network and attack models met with routing protocols,a lightweight security scheme,KCAD(Kernel Clustering based Anomaly attack Detection),is proposed for detecting routing attacks.By using Mercer kernel function,the scheme can map the traffic feature samples from their original space to a high dimensional feature space where the traffic feature samples are expected to be more separable,and then perform clustering in the high dimensional space.Meanwhile,in order to reduce the influence of historical data,we add time dimension to the traffic feature samples which can represent current network situation nicely.Simulation results show that KCAD has good veracity with less resource overhead.
【Fund】: 国防基础科研项目资助(2720061361)
【CateGory Index】: TN929.5;TP212.9
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【References】
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【Citations】
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1 WANG Pei1, ZHOU Xian-wei1, QIN Bo-ping1,ZHAO Peng, ZHENG Lian-cun2 1. School of Information Engineering, Science and Technology University of Beijing, Beijing 100083,China;2. School of Application Science, Science and Technology University of Beijing, Beijing 100083,China;Multi-Agent Based Intrusion Detection System for Wireless Sensor Networks[J];Chinese Journal of Sensors and Actuators;2007-03
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【Co-citations】
Chinese Journal Full-text Database 8 Hits
1 ZENG Ming,XU Bu-Gong(School of Automation,South China University of Technology,Guangzhou 510640,China);Node Density Control Strategy Considering Load Balancing in Sensor Networks[J];Chinese Journal of Sensors and Actuators;2008-07
2 LIU Yong-min1,2,JIANG Xin-hua1,NIAN Xiao-hong1,LU Wu-yi1,YANG Sheng-yue1 1.College of Information Science and Engineering,Central South University,Changsha 410075,China 2.College of Vocational Technology,Central South University of Forestry and Technology,Changsha 410004,China;Possible wireless sensor network protocol model[J];Computer Engineering and Applications;2008-18
3 LI Jie1 WU Zhi-bin1 WANG Ru-chuan2(College of Computer&Information Engineering,Henan University,Kaifeng 475004,China)1(College of Computer,Nanjing University of Post and Telecommunication,Najing 210003,China)2;Novell Hierarchy Topology Generation Algorithm of WSN[J];Computer Science;2009-06
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【Co-references】
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1 QIN Bo-ping, ZHOU Xian-wei, YANG Jun, SONG Cun-yi (School of Information Engineering, University of Science & Technology Beijing, Beijing 100083, China);Research on Secure Routing Techniques in Wireless Sensor Networks[J];Chinese Journal of Sensors and Actuators;2006-01
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