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