Synthetic Data Generation on Income
0.19KSCompPATE
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PATEPrivacy Budget (epsilon)=8.12024.10 | 0.19 | 0.4 | 0.12 | 0.95 | 0.38 | |
| SliceWassPrivacy Budget (epsilon)=8.12024.10 | 0.25 | 0.61 | 0.27 | 0.98 | 0.17 | |
| DP-SGDPrivacy Budget (epsilon)=8.12024.10 | 0.3 | 0.37 | 0.09 | 0.91 | 0.15 | |
| Algorithm 1Privacy Budget (epsilon)=8.12024.10 | 0.4 | 0.73 | 0.37 | 0.94 | 0.35 | |
| MERFPrivacy Budget (epsilon)=8.12024.10 | 0.82 | 0.47 | 0.08 | 0.6 | 0.3 |