Anomaly Detection on Bot-IoT (leave-family-out)
96PrecisionBorgioli et al.
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Borgioli et al.Architecture=Conv-AE2025.11 | 96 | 87 | 91 | — | |
| AE-only2025.11 | 95 | 82 | 88 | 94 | |
| EcoDefender2025.11 | 94 | 91 | 92 | 96.3 | |
| Yang et al.Architecture=AE-IF2025.11 | 92 | 90 | 91 | 95 | |
| Hu et al.Architecture=TCN+IF2025.11 | 91 | 92 | 91 | 95.5 | |
| IF-only2025.11 | 90 | 88 | 89 | 94.5 |