Anomaly Detection on CICIDS
0.986R-ROcsvm
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ocsvm2024.10 | 0.986 | 0.004 | 0.008 | |
| CATCH2024.10 | 0.786 | 0.004 | 0.007 | |
| DualTF2024.10 | 0.586 | 0.001 | 0.003 | |
| DLin2024.10 | 0.523 | 0.003 | 0.005 | |
| iTrans2024.10 | 0.494 | 0.002 | 0.004 | |
| PCA2024.10 | 0.394 | 0.001 | 0.003 | |
| Patch2024.10 | 0.389 | 0.002 | 0.004 | |
| NLin2024.10 | 0.386 | 0.001 | 0.003 | |
| TsNet2024.10 | 0.369 | 0.002 | 0.003 | |
| DC2024.10 | 0.283 | 0.001 | 0.002 | |
| Modern2024.10 | 0.277 | 0.002 | 0.003 | |
| ATrans2024.10 | 0.243 | 0.001 | 0.003 | |
| IF2024.10 | 0.057 | 0.001 | 0.001 | |
| TFAD2024.10 | 0.043 | 0.001 | 0.001 | |
| HBOS2024.10 | 0.009 | 0 | 0 | |
| AE2024.10 | 0 | 0 | 0 |