DocumentCode
2794698
Title
SVM-based intrusion detection system for wireless ad hoc networks
Author
Deng, Hongmei ; Zeng, Qing-An ; Agrawal, Dharma P.
Author_Institution
Dept. of ECECS, Cincinnati Univ., OH, USA
Volume
3
fYear
2003
fDate
6-9 Oct. 2003
Firstpage
2147
Abstract
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.
Keywords
ad hoc networks; support vector machines; telecommunication network routing; telecommunication security; SVM-based intrusion detection system; complementary mechanism; network layer security; practical support vector machine; regular intrusion prevention approach; wireless ad hoc networks; Ad hoc networks; Authentication; Communication system security; Cryptography; Intrusion detection; Mobile ad hoc networks; Network topology; Support vector machines; Wireless application protocol; Wireless networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Vehicular Technology Conference, 2003. VTC 2003-Fall. 2003 IEEE 58th
ISSN
1090-3038
Print_ISBN
0-7803-7954-3
Type
conf
DOI
10.1109/VETECF.2003.1285404
Filename
1285404
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