Membership Inference Attack on CELEBA (TPR@5%FPR)
0.65AUCλ-resolved Membership Inference Attack
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| λ-resolved Membership Inference AttackClassifier=MLP (2 hidden layers, 64-32 units), K (noise realisations)=1002026.06 | 0.65 | 15 | |
| PIARF2026.06 | 0.62 | 14 | |
| NAIVERF2026.06 | 0.58 | 8 | |
| SECMIRF2026.06 | 0.56 | 4.3 |