Application of Improved Fuzzy Clustering Algorithm on Intrusion Detection System
Fan Yu-ling · Science Technology and Engineering · 2009
Based on the fuzzy C-mean algorithm,the APFC algorithm combining the fuzzy C-means is proposed with APSO.Then KDD cup99 data set was applied to both algorithms.The experiment indicates that the APFC algorithm can avoid the inherent shortcomings of the fuzzy C-means algorithm,and has higher detection performance with detection rate rising and false alarm rate falling.