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SVM-based cooperation intrusion detection system for WSN
无线传感器网络中基于SVM的合作型入侵检测系统*

Keywords: wireless sensor networks(WSN),intrusion detection,support vector machine(SVM),binary tree multi-class classification method,false alarm,detection accuracy
无线传感器网络
,入侵检测,支持向量机,二叉树多类分类方法,误报率,检测率

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Abstract:

Due to many critical wireless sensor networks require an efficient, lightweight and flexible intrusion detection algorithm to identify malicious attackers, this paper proposed SVM-based cooperation intrusion detection scheme. The scheme has a good expansibility and effectively saves the energy of sensor nodes. Simulation results show that the scheme has a low false alarm rate and a higher detection rate compared with existing intrusion detection schemes.

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