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