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A Distributed Intrusion Detection Based on Neural Network in Wireless Sensor Network
Author(s): 
Pages: 67-70
Year: Issue:  8
Journal: Instrumentation Technology

Keyword:  无线传感器网络入侵检测神经网络分布式学习;
Abstract: 研究无线传感器网络的入侵检测问题.针对无线传感器网络特性面临的安全性脆弱现状,结合节点的分布式处理能力与入侵检测技术,提出基于神经网络学习法的分布式入侵检测.该方案顶层采用基于Hebb的异常检测器;中间层是簇头分类器,将检测到的来自节点的异常数据进行入侵分类;底层是管理节点,将分类器检测出来的数据进行融合处理,并将异常数据发布出去.在无线传感器网络入侵检测中获得了较高的检测率,仿真结果证实了该方法...
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