Adversarial Reconstruction Defense on CIFAR-10 (test)
33.98FID (car)No protection
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| No protectionPrivacy Budget=None2026.01 | 33.98 | 40.16 | 52.77 | |
| AdapLDPPrivacy Budget=0.52026.01 | 39.42 | 44.41 | 55.72 | |
| AdapLDPPrivacy Budget=0.22026.01 | 42.37 | 48.29 | 79.36 | |
| DPA LDPPrivacy Budget=0.52026.01 | 46.25 | 45.58 | 62.46 | |
| LaDP-FLPrivacy Budget=0.52026.01 | 46.79 | 48.03 | 94.82 | |
| Full DPPrivacy Budget=0.52026.01 | 49.33 | 42.07 | 76.68 | |
| Time-Varying DPPrivacy Budget=0.52026.01 | 51.29 | 43.33 | 67.92 | |
| Sensitive DPPrivacy Budget=0.52026.01 | 53.77 | 50.98 | 81.49 | |
| DPA LDPPrivacy Budget=0.22026.01 | 58.44 | 59.3 | 119.79 | |
| Time-Varying DPPrivacy Budget=0.22026.01 | 67.89 | 69.13 | 108.37 | |
| LaDP-FLPrivacy Budget=0.22026.01 | 68.33 | 72.79 | 147.22 | |
| Sensitive DPPrivacy Budget=0.22026.01 | 70.44 | 78.86 | 139.02 | |
| Full DPPrivacy Budget=0.22026.01 | 79.14 | 77.38 | 144.62 |