Membership Inference Attack on MS-COCO (test)
96.86AUCSimA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SimAFiltering Setting=filtered2025.11 | 96.86 | 92.1 | 49.44 | |
| PIAFiltering Setting=filtered2025.11 | 96.03 | 90.3 | 43.24 | |
| SecMIFiltering Setting=filtered2025.11 | 93.77 | 87.46 | 50.4 | |
| SimAFiltering Setting=None2025.11 | 93.71 | 87.34 | 29.8 | |
| SimAFiltering Setting=random drop2025.11 | 93.57 | 87.12 | 28.12 | |
| PIAFiltering Setting=None2025.11 | 92.51 | 85.72 | 24.76 | |
| SecMIFiltering Setting=None2025.11 | 91.35 | 84 | 39.16 | |
| LossFiltering Setting=filtered2025.11 | 85.78 | 78.18 | 18.68 | |
| LossFiltering Setting=None2025.11 | 83.26 | 75.8 | 13.48 |