Intrusion Detection on ToN_IoT Held-Out Attack Categories C_ood (test)
97.1AUC-ROCThreatFormer-IDS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ThreatFormer-IDSevaluation_mode=Zero-Day2026.02 | 97.1 | 72.1 | 78.3 | |
| Transformer (base)evaluation_mode=Zero-Day2026.02 | 96.2 | 68.4 | 75.2 | |
| BiLSTMevaluation_mode=Zero-Day2026.02 | 95.7 | 66.2 | 73.9 | |
| 1D-CNNevaluation_mode=Zero-Day2026.02 | 95.2 | 64.5 | 72.4 | |
| LightGBMevaluation_mode=Zero-Day2026.02 | 94.4 | 61.2 | 70.2 |