Table 5: Performance analysis for EMSVM and IAEMSVM.

AttacksEMSVMIAEMSVM
Training time (sec)Testing time (sec)Training time (sec)Testing time (sec)

Probe0.520.210.500.19
DoS1.720.541.710.52
Others0.530.170.510.15