2010Computers & SecurityRequires access

Application of Data Mining in Intrusion Detection System

Ning Huang

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Abstract

In order to improve the efficiency of intrusion detection system applying data mining techniques to the network intrusion detection.The basic concepts of intrusion detection system are introduced and the common data mining techniques used in intrusion detection system are briefly elaborated.The intrusion detection system based on the data mining and an improved k-means algorithm are put forward.

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What this paper is about

In order to improve the efficiency of intrusion detection system applying data mining techniques to the network intrusion detection.The basic concepts of intrusion detection system are introduced and the common data mining techniques used in intrusion detection system are briefly elaborated.The intrusion detection system based on the data mining and an improved k-means algorithm are put forward.

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Available abstract

In order to improve the efficiency of intrusion detection system applying data mining techniques to the network intrusion detection.The basic concepts of intrusion detection system are introduced and the common data mining techniques used in intrusion detection system are briefly elaborated.The intrusion detection system based on the data mining and an improved k-means algorithm are put forward.

Key concepts: Intrusion detection system, Anomaly-based intrusion detection system, Computer science, Data mining, Intrusion, Intrusion prevention system, Geology, Geochemistry

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