Membership Inference Attack on Pokemon (test)
96.23AUCPIA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PIAFiltering Setting=filtered2025.11 | 96.23 | 91.47 | 53 | |
| PIAFiltering Setting=None2025.11 | 94.93 | 90.52 | 32.85 | |
| SimAFiltering Setting=filtered2025.11 | 94.83 | 89.68 | 52.04 | |
| SimAFiltering Setting=None2025.11 | 93.5 | 87.87 | 20.38 | |
| SimAFiltering Setting=random drop2025.11 | 93.42 | 87.63 | 17.99 | |
| LossFiltering Setting=filtered2025.11 | 92.67 | 86.07 | 46.28 | |
| LossFiltering Setting=None2025.11 | 92.03 | 85.47 | 40.77 | |
| SecMIFiltering Setting=filtered2025.11 | 89.37 | 82.47 | 30.94 | |
| SecMIFiltering Setting=None2025.11 | 88.12 | 81.04 | 29.02 |