Membership Inference Attack Detection on SCIDOCS
99.8RecallDCMI
Evaluation results
| Method | Links | |
|---|---|---|
| DCMIDetector=Mirabel2026.05 | 99.8 | |
| S^2MIADetector=Mirabel2026.05 | 99.7 | |
| IADetector=Mirabel2026.05 | 99.3 | |
| MEntADetector=Mirabel2026.05 | 99.1 | |
| MBADetector=GPT-42026.05 | 99 | |
| S^2MIADetector=GPT-42026.05 | 97.6 | |
| DCMIDetector=GPT-42026.05 | 83.8 | |
| MBADetector=Mirabel2026.05 | 59.3 | |
| IADetector=GPT-42026.05 | 44 | |
| MEntADetector=GPT-42026.05 | 26.3 |