Membership Inference Attack on CIFAR-10 (LiRA/RMIA Metrics)
87.6Loss ScoreMember Fabrication Attack
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Member Fabrication AttackPerturbation=||δ||∞ ≤ 4.0/2552026.04 | 87.6 | 41.85 | 82.25 | 38.2 | |
| NaturalPerturbation=Natural2026.04 | 42.3 | 36.7 | 36.35 | 36.4 |