Multiple Classifiers Combination Based on Fuzzy Integral in Intrusion Detection
Jun Guo · 2005
As pattern recognition method used in intrusion detection system,the limitation in traditional detection methods based on rules is cancelled.In this paper,a new intrusion detection approach using multiple classifiers combination based on fuzzy integral is proposed.At same time,a new method for computing fuzzy density is proposed.Experiment has been done on intrusion detection dataset in KDD'99 and the result shows that it has high detection accuracy.