Adversarial Reconstruction Defense on EMNIST (test)
20.8FID (A)AdapLDP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AdapLDPPrivacy Budget=0.52026.01 | 20.8 | 24.39 | 29.17 | |
| No protectionPrivacy Budget=None2026.01 | 21.93 | 17.4 | 24.35 | |
| DPA LDPPrivacy Budget=0.52026.01 | 22.73 | 21.99 | 44.5 | |
| Time-Varying DPPrivacy Budget=0.52026.01 | 24.57 | 25.88 | 37.42 | |
| Full DPPrivacy Budget=0.52026.01 | 26.79 | 28.4 | 49.14 | |
| LaDP-FLPrivacy Budget=0.52026.01 | 27.74 | 37.46 | 72.48 | |
| AdapLDPPrivacy Budget=0.22026.01 | 33.63 | 34.52 | 46.39 | |
| Sensitive DPPrivacy Budget=0.52026.01 | 34.05 | 33.91 | 62.86 | |
| LaDP-FLPrivacy Budget=0.22026.01 | 34.8 | 28.66 | 93.77 | |
| DPA LDPPrivacy Budget=0.22026.01 | 36.35 | 31.44 | 72.8 | |
| Time-Varying DPPrivacy Budget=0.22026.01 | 39.22 | 30.15 | 59.38 | |
| Sensitive DPPrivacy Budget=0.22026.01 | 47.37 | 43.99 | 80.57 | |
| Full DPPrivacy Budget=0.22026.01 | 47.95 | 44.14 | 83.06 |