Federated Unlearning (Pretrain, Unlearn, MIA) on CIFAR-10
79.72Pretrain AccuracyOurs (KL-KL)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ours (KL-KL)N=52026.02 | 79.72 | 78.92 | 63.6 | |
| Ours (KL-JS)N=52026.02 | 79.72 | 78.68 | 49.9 | |
| Ours (KL-χ2)N=52026.02 | 79.72 | 78.24 | 63.4 | |
| NoTN=52026.02 | 79.72 | 72.94 | 55.1 | |
| HalimiN=52026.02 | 79.72 | 77.52 | 64.2 | |
| MoDEN=52026.02 | 79.72 | 70.6 | 58.4 | |
| Ours (KL-KL)N=102026.02 | 78.04 | 73.74 | 52.4 | |
| Ours (KL-JS)N=102026.02 | 78.04 | 63.16 | 55.2 | |
| Ours (KL-χ2)N=102026.02 | 78.04 | 77.66 | 64.6 | |
| NoTN=102026.02 | 78.04 | 73.48 | 52.8 | |
| HalimiN=102026.02 | 78.04 | 78.88 | 64.8 | |
| MoDEN=102026.02 | 78.04 | 72.3 | 64.2 |