| A Novel Immune System Model and Its Application to Network Intrusion Detection |
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| 作者姓名： | Ling Jun Cao Yang Yin Jian-hua Huang Tian-xi
School of Electronic Information Wuhan University Wuhan Hubei China
State Key Laboratory of Software Engineering Wuhan University Wuhan Hubei China |
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| 作者单位： | Ling Jun，Cao Yang，Yin Jian-hua，Huang Tian-xi
School of Electronic Information，Wuhan University，Wuhan 430072，Hubei，China
State Key Laboratory of Software Engineering，Wuhan University，Wuhan 430072，Hubei，China |
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| 基金项目： | the National Natural Science Foundation of China(69983005)and the Research Fund for the Doctoral Program of Higher Education(RFDP1999048602) |
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| 摘 要： | Based on analyzing the techniques and architecture of existing network Intrusion Detection System (IDS), and probing into the fundament of Immune System (IS), a novel immune model is presented and applied to network IDS, which is helpful to design an effective IDS. Besides, this paper suggests a scheme to represent the self profile of network. And an automated self profile extraction algorithm is provided to extract self profile from packets. The experimental results prove validity of the scheme and algorithm, which is the foundation of the immune model.
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A novel immune system model and its application to network intrusion detection |
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| Ling Jun,Cao Yang,Yin Jian-hua,Huang Tian-xi
School of Electronic Information,Wuhan University,Wuhan ,Hubei,China
State Key Laboratory of Software Engineering,Wuhan University,Wuhan ,Hubei,China.A Novel Immune System Model and Its Application to Network Intrusion Detection[J].Wuhan University Journal of Natural Sciences,2003,8(2):393-398. |
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| Authors: | Ling Jun Cao Yang Yin Jian-hua Huang Tian-xi |
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| Institution: | (1) School of Electronic Information, Wuhan University, 430072 Wuhan, Hubei, China;(2) State Key Laboratory of Software Engineering, Wuhan University, 430072 Wuhan, Hubei, China |
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| Abstract: | Based on analyzing the techniques and architecture of existing network Intrusion Detection System (IDS), and probing into the fundament of Immune System (IS), a novel immune model is presented and applied to network IDS, which is helpful to design an effective IDS. Besides, this paper suggests a scheme to represent the self profile of network. And an automated self profile extraction algorithm is provided to extract self profile from packets. The experimental results prove validity of the scheme and algorithm, which is the foundation of the immune model. |
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| Keywords: | network Intrusion Detection System Immune System self profile automated self profile extraction algo-rithm |
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