Intelligent Agent-Based Intrusion Detection System Using Enhanced Multiclass SVM

Table 5

Performance analysis for EMSVM and IAEMSVM.

Attacks	EMSVM		IAEMSVM
	Training time (sec)	Testing time (sec)	Training time (sec)	Testing time (sec)
Probe	0.52	0.21	0.50	0.19
DoS	1.72	0.54	1.71	0.52
Others	0.53	0.17	0.51	0.15