SVM-based intrusion detection system for wireless ad hoc networks

被引：55

作者：

Deng, HM ^{[1
]}

Zeng, QA ^{[1
]}

Agrawal, DP ^{[1
]}

机构：

[1] Univ Cincinnati, Dept ECECS, OBR Ctr Distributed & Mobile Comp, Cincinnati, OH 45221 USA

来源：

2003 IEEE 58TH VEHICULAR TECHNOLOGY CONFERENCE, VOLS1-5, PROCEEDINGS | 2003年

关键词：

D O I：

10.1109/VETECF.2003.1285404

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Wireless ad hoc networks present more security problems than the conventional wired and wireless networks. Intrusion detection, as a complementary mechanism to the regular intrusion prevention approaches, is needed to secure the wireless ad hoc networks. In this paper we focus on the network layer security issues and propose a practical Support Vector Machine (SVM) based intrusion detection system. The effectiveness of our proposed approach has been verified by extensive simulation results.

引用

页码：2147 / 2151

页数：5

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