Analysis about Performance of Multiclass SVM Applying in IDS
Gang Zhao, Jianhao Song, Junyi Song · Proceedings of the 2013 International Conference on Information, Business and Education Technology (ICIBET 2013) · 2013
This paper presents a novel network intrusion detection approach with the Support Vector Machine embedded in and Kfold cross-validation method compounded for optimizing the attributes and SVM model.Compared with some representative machine learning method, online data experimental results show that this method can be used to reduce the rate of False-Negatives in the intrusion detection system.