Membership Inference Attack on CIFAR-10 most-memorized (forget top 5%)
93.5AUCLangevin
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Langevinepsilon=162025.11 | 93.5 | 22.4 | |
| Langevinepsilon=82025.11 | 91.2 | 16.6 | |
| Langevinepsilon=42025.11 | 76.6 | 4.8 | |
| Langevinepsilon=12025.11 | 67.1 | 2.9 | |
| NGP + WARP2025.11 | 59.8 | 1.5 |