The Improved K-Means Algorithm in Intrusion Detection System Research
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.
Elwin Mao and Linli Xu
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