Time-Series Anomaly Detection on CICIDS (AUC-PR Variants)
0.003AP (AUC-PR)TFAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TFAD2024.10 | 0.003 | 0.002 | 0.002 | |
| IF2024.10 | 0.003 | 0.002 | 0.003 | |
| HBOS2024.10 | 0.003 | 0.002 | 0.002 | |
| CATCH2024.10 | 0.002 | 0.002 | 0.003 | |
| iTrans2024.10 | 0.002 | 0.002 | 0.002 | |
| DualTF2024.10 | 0.002 | 0.001 | 0.002 | |
| DC2024.10 | 0.002 | 0.001 | 0.002 | |
| TsNet2024.10 | 0.002 | 0.002 | 0.002 | |
| DLin2024.10 | 0.002 | 0.002 | 0.002 | |
| Modern2024.10 | 0.001 | 0.002 | 0.002 | |
| ATrans2024.10 | 0.001 | 0.001 | 0.001 | |
| Patch2024.10 | 0.001 | 0.002 | 0.002 | |
| NLin2024.10 | 0.001 | 0.002 | 0.002 | |
| AE2024.10 | 0.001 | 0.001 | 0.002 | |
| Ocsvm2024.10 | 0.001 | 0.364 | 0.389 | |
| PCA2024.10 | 0.001 | 0.001 | 0.001 |