A multi-classification intrusion detection system based on KPCA and SVM
Sun Ming-song · Information technology newsletter · 2007
Current IDS has poor generalization ability as given less priority knowledge.The KPCA and SVM are adopted to implement intrusion detection.Compared with traditional algorithms this method can achieve higher detection rate and better generalization,and decrease time of performance.In the end of the paper the experiment on KDD CUP99 data set shows the effectiveness and excellent performance of the method.