The Improved K-Means Algorithm in Intrusion Detection System Research

Abstract:

Article Preview

To improve the efficiency of Internet intrusion detection, data mining is adopted in intrusion detection. The paper introduces the concept of intrusion detection and k-means algorithm. For the defect of K-means algorithm, it proposes an improved K-means algorithm. Experiments show that the improved k-means algorithm can get a better detection rate.

Info:

Periodical:

Edited by:

Elwin Mao and Linli Xu

Pages:

204-208

DOI:

10.4028/www.scientific.net/AEF.1.204

Citation:

H. B. Zhang and Y. Jiang, "The Improved K-Means Algorithm in Intrusion Detection System Research", Advanced Engineering Forum, Vol. 1, pp. 204-208, 2011

Online since:

September 2011

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