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Class Outlier Detection Algorithm and Application in IDS Model
分类异常点检测算法及在IDS模型中的应用

Keywords: Intrusion Detection System(IDS),Anomaly Detection,Outlier Detection,Class
入侵检测系统
,异常检测,异常点检测,分类

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Abstract:

After introducing each outlier detection algorithm, this paper gives a class outlier detection algorithm, it provides all-around detection, higher accurate rate, and less time consuming. The last, a two-layer model of intrusion detection system is proposed. It includes anomaly detection layer and misuse detection layer. The model apparently lower the false positive rate.

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