Malicious model detection on 334 ML models Authors' threat model
0FP CountRE-MOAT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RE-MOAT2026.06 | 0 | 0 | 0 | 0 | |
| MODELTRACER2026.06 | 1 | 17 | 0.4 | 28.8 | |
| MODELSCAN2026.06 | 35 | 5 | 12.7 | 8.5 | |
| PICKLEBALL2026.06 | 73 | 0 | 26.5 | 0 | |
| weights_only2026.06 | 117 | 0 | 42.5 | 0 | |
| Fickling2026.06 | 117 | 0 | 42.5 | 0 |