Mobile agent based intrusion detection system adopting Hidden Markov Model

Lee, Do Hyeon; Kim, Doo Young; Jung, Jaeil

doi:10.1007/978-3-540-74477-1_12

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Mobile agent based intrusion detection system adopting Hidden Markov Model

Lee, Do Hyeon;
Kim, Doo Young;
Jung, Jaeil

Citations

SCOPUS

4

초록

Mobile agent based intrusion detection systems distribute detection agents to prevent system from shutting down when an agent becomes breaks. Because in this system agents are distributed, it can reduce network delay and network load, and each agent can operate independently. Agents can also be easily added or deleted. In this paper we propose an enhanced design of mobile agent based intrusion detection system using Hidden Markov Model algorithm for detection. Hidden Markov Model algorithm is used to detect abnormal behavior pattern by analyzing log information. By adopting this algorithm to the mobile intrusion detection agents, detection performance can be improved.

키워드

Hidden Markov Model; Intrusion detection; Mobile agent; Algorithms; Delay control systems; Hidden Markov models; Information analysis; Mobile agents; Detection agents; Intrusion detection systems; Network loads; System agents; Intrusion detection

제목: Mobile agent based intrusion detection system adopting Hidden Markov Model

저자: Lee, Do Hyeon; Kim, Doo Young; Jung, Jaeil

DOI: 10.1007/978-3-540-74477-1_12

발행일: 2007-08

유형: Conference Paper

저널명: Lecture Notes in Computer Science

권: 4706 LNCS

호: PART 2

페이지: 122 ~ 130