Membership Inference Attack on CINIC-10
0.2688LossNatural
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| NaturalPerturbation=Natural2026.04 | 0.2688 | 15.32 | 21.64 | 17.04 | |
| Member Fabrication AttackPerturbation=∥δ∥∞ ≤ 4.0/2552026.04 | 0.9324 | 50.01 | 83.71 | 38.59 | |
| NaturalPerturbation=Natural2026.04 | 33.5 | 26 | 29.7 | 27.55 | |
| Member Fabrication AttackPerturbation=||δ||∞ ≤ 4.0/2552026.04 | 86.85 | 51.95 | 81.95 | 42 |