Ownership Verification on PubMed (test)
98.67AccuracyCITED
Evaluation Results
| Method | Links | |
|---|---|---|
| CITEDRemoval Attack Type=None2026.02 | 98.67 | |
| CITEDRemoval Attack Type=Fine-tuning2026.02 | 90.67 | |
| CITEDRemoval Attack Type=Pruning2026.02 | 89.24 | |
| CITEDRemoval Attack Type=Distribution shift2026.02 | 88.65 | |
| SurviveWMRemoval Attack Type=None2026.02 | 37.04 | |
| RandomWMRemoval Attack Type=None2026.02 | 30.67 | |
| BackdoorWMRemoval Attack Type=None2026.02 | 27.49 |