Network Anomaly Detection on UNSW-NB15 (3.36% Contamination)
97.67AccuracyAutoGraphAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AutoGraphADEstimator=Anomaly Score2025.11 | 97.67 | 84.03 | 87.67 | |
| HBOSFramework=Anomal-E2025.11 | 97.37 | 84.73 | 96.61 | |
| PCAFramework=Anomal-E2025.11 | 97.3 | 8,256 | 95.81 | |
| CBLOFFramework=Anomal-E2025.11 | 95.11 | 77.51 | 97.47 |