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OALib Journal期刊
ISSN: 2333-9721
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Application of Support Vector Machines on Network Abnormal Intrusion Detection
支持向量机在网络异常入侵检测中的应用*

Keywords: Network Intrusion Detection,Abnormal Detection,Support Vector Machine(SVM),Statistical Learning Theory
网络入侵检测
,异常检测,支持向量机,统计学习理论

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Abstract:

Apply SVM technique to network intrusion detection, and propose a network abnormal intrusion detection model based on SVM. The experimental results demonstrate that the proposed model has higher detection accuracy of intrusions, especially for some unknown attacks. It proves that SVM can effectively detect intrusion.

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