Membership Inference Attack on CIFAR-10 (all forget samples)
0.65AUCLangevin
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Langevinepsilon=162025.11 | 0.65 | 0.027 | |
| Langevinepsilon=82025.11 | 0.627 | 0.02 | |
| Langevinepsilon=42025.11 | 0.571 | 0.006 | |
| Langevinepsilon=12025.11 | 0.523 | 0.004 | |
| NGP + WARP2025.11 | 0.516 | 0.003 |