Membership Inference Attack Detection on TREC-COVID
95.2RecallMBA
Evaluation results
| Method | Links | |
|---|---|---|
| MBADetector=GPT-42026.05 | 95.2 | |
| S^2MIADetector=GPT-42026.05 | 86.9 | |
| DCMIDetector=GPT-42026.05 | 74.8 | |
| DCMIDetector=Mirabel2026.05 | 62.6 | |
| S^2MIADetector=Mirabel2026.05 | 54.1 | |
| MBADetector=Mirabel2026.05 | 46.6 | |
| MEntADetector=Mirabel2026.05 | 45.4 | |
| IADetector=Mirabel2026.05 | 40 | |
| IADetector=GPT-42026.05 | 11.8 | |
| MEntADetector=GPT-42026.05 | 5.8 |