Research Article
Intelligent Agent-Based Intrusion Detection System Using Enhanced Multiclass SVM
Table 5
Performance analysis for EMSVM and IAEMSVM.
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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 |
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