Intrusion detection algorithm of data stream based on fuzzy C-means clustering
Yanli Hou · Electronic Design Engineering · 2012
A two-phase intrusion detection algorithm based on fuzzy C-means clustering algorithm is studied.Firstly,the statistical information in data stream and the the number of clusters are gained by the incremental clustering.Secondly,the fuzzy C-means clustering algorithm is directly applied to the fuzzy clustering feature.At last,experiment is performed on the presented algorithm,and the experimental result shows that the presented algorithm can detect the intrusion behaviors effectively.