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基于SVM的MANET路由层入侵检测 被引量：1

Intrusion detection for routing layer of MANET based on SVM
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摘要 针对MANET(移动自组织网络)路由层的攻击,通过对MANET路由层AODV(Ad hoc on-demand distance vector)路由协议交互行为的分析,提取了9个路由交互过程特征,将入侵检测问题转换为对正常行为和异常行为分类识别问题,采用SVM(支持向量机)算法,设计了一种分布式异常检测系统。仿真结果表明,使用该检测系统的检测率达到97%以上,从而验证了该系统的可行性,同时也验证了所提取的路由交互行为特征的有效性。 Aiming at the attack of routing layer of MANET through analyzing the features of the traffic behavior of the AODV routing protocol in routing layer of MANET, this paper picked up nine features of the traffic behavior and translated the problem of intrusion detection to classifying the behavior between normal and abnormal.As a result, designed a distributed SVM-besed anomaly detection system.The simulations show that the accurate recognition rate of this system is above 97%, and which demonstrates that the system is effective and the features of the traffic behavior which this paper picked up is feasible.
作者 周永浩 李鸥 刘洋
机构地区 解放军信息工程大学信息工程学院
出处 《计算机应用研究》 CSCD 北大核心 2010年第5期1873-1875,1878,共4页 Application Research of Computers
基金 国家"863"计划资助项目(2009AA01Z207)
关键词 移动自组织网 路由协议攻击 入侵检测 交互行为 支持向量机 mobile Ad hoc network attacks of routing protocols intrusion detection traffic behavior support vector machine（SVM）
分类号 TP393.1 [自动化与计算机技术—计算机应用技术]
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二级参考文献12

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共引文献9

同被引文献14

  • 1Indirani G, Selvakumar K. A swarm-based efficient distributed intrusion detection system for mobile ad hoc networks (MA- NET) [J]. International Journal of Parallel, Emergent and Dis- tributed Systems, 2013 (ahead-of-print) .. 1-14.
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  • 10Shim W, Kim G, Kim S. A distributed sinkhole detection method using cluster analysis [J]. Expert Systems with Applications, 2010,37(12) : 8486-8491.

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计算机应用研究
2010年 第5期

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