Network Intrusion Detection Using Support Vector Machine Based on Particle Swarm Optimization
Li Wang, Chunhua Dong, Jianping Hu, Guodong Li · Advances in engineering research/Advances in Engineering Research · 2015
As an important part of the study of network security, Intrusion detection has aroused special attention of scholars from home and abroad.PSO-based SVM network intrusion detection is innovatively adopted in the paper where PSO is applied to support the parameters of SVM.Multi-classification is carried out with one versus one (OVO).The experiments on standard intrusion detection data set show that the PSO-based SVM method proposed in this paper is better than classical SVM method.Therefore, PSO -SVM test is very suitable for network intrusion detection.