Intrusion detection based on SVM and D-S evidence theory
Yang Yan-jie · Journal of Changchun University of Technology · 2012
Based on D-S evidence theory,a new IDS model using Support Vector Machine(SVM) classifiers is presented.According to TCP basic,content and flow features,we apply the three SVM to classify the network connections,and detect the output with the classified results and D-S combination theorem.The experimental result shows that the method can effectively decrease the false report rate and increase the accuracy.