Multivariate Time Series Anomaly Detection on CICIDS
0.3PrecisionCATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 0.3 | 75.9 | 0.6 | |
| iTrans2024.10 | 0.2 | 48.1 | 0.4 | |
| DLin2024.10 | 0.2 | 50.6 | 0.4 | |
| Modern2024.10 | 0.1 | 27.8 | 0.2 | |
| DualTF2024.10 | 0.1 | 59.5 | 0.3 | |
| ATrans2024.10 | 0.1 | 25.3 | 0.2 | |
| DC2024.10 | 0.1 | 26.6 | 0.2 | |
| TsNet2024.10 | 0.1 | 35.4 | 0.3 | |
| Patch2024.10 | 0.1 | 38 | 0.3 | |
| NLin2024.10 | 0.1 | 38 | 0.3 | |
| TFAD2024.10 | 0.1 | 3.8 | 0.1 | |
| Ocsvm2024.10 | 0.1 | 98.7 | 0.2 | |
| PCA2024.10 | 0.1 | 40.5 | 0.2 | |
| AE2024.10 | 0 | 0 | 0 | |
| IF2024.10 | 0 | 6.3 | 0.1 | |
| HBOS2024.10 | 0 | 1.3 | 0 |