Anomaly Detection on CIC-IDS 2017 (test)
89.9F1-ScoreARES-Dynamic
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ARES-DynamicThresholding Strategy=Adaptive, Model Configuration=Dynamic2025.11 | 89.9 | 99.9 | |
| ARES-StaticThresholding Strategy=Adaptive, Model Configuration=Static2025.11 | 89.4 | 99.1 | |
| MIDAS-FThresholding Strategy=Optimal2025.11 | 79.7 | 98 | |
| AnoEdge-LThresholding Strategy=Optimal2025.11 | 73.4 | 94.2 | |
| AnoEdge-GThresholding Strategy=Optimal2025.11 | 64.4 | 94.3 | |
| SLADE-HThresholding Strategy=Optimal2025.11 | 58.7 | 88.1 | |
| MIDAS-RThresholding Strategy=Optimal2025.11 | 30.9 | 83.2 | |
| MIDASThresholding Strategy=Optimal2025.11 | 17.4 | 61.9 |