Application of improved k-means clustering algorithm in intrusion detection
GU Bao-ping · Computers & Security · 2008
k-means as clustering algorithm has been widely used in the intrusion detection. This paper is based on the k-means algorithm,we bring forward the improved k-means algorithm. The both algorithms were tested in the intrusion detection. The experiment indicates the improved algorithm can avoid the inherent shortcomings which the k-means algorithm has,and has the quite high detection performance.