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Intrusion Detection Technique using Distributed Mobile Agent  

Yang, Hwan Seok (중부대학교 정보보호학과)
Yoo, Seung Jae (중부대학교 정보보호학과)
Yang, Jeong Mo (중부대학교 정보보호학과)
Publication Information
Convergence Security Journal / v.12, no.6, 2012 , pp. 69-75 More about this Journal
Abstract
MANET(Mobile Ad-hoc Network) is target of many attacks because of dynamic topology and hop-by-hop data transmission method. In MANET, location setting of intrusion detection system is difficult and attack detection using information collected locally is more difficult. The amount of traffic grow, intrusion detection performance will be decreased. In this paper, MANET is composed of zone form and we used random projection technique which reduces dimension without loss of information in order to perform stable intrusion detection in even massive traffic. Global detection node is used to detect attacks which are difficult to detect using only local information. In the global detection node, attack detection is performed using received information from IDS agent and pattern of nodes. k-NN and ZBIDS were experimented to evaluate performance of the proposed technique in this paper. The superiority of performance was confirmed through the experience.
Keywords
Mobile Agent; Random Projection; Support Vector Machine;
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