Membership Inference Attack on BC
53.6Success RateGauss.
Evaluation Results
| Method | Links | |
|---|---|---|
| Gauss.Generator=Gauss., Differential Privacy=None2026.02 | 53.6 | |
| DP-TVAEGenerator=DP-TVAE, Differential Privacy=Yes, Privacy Budget (epsilon)=102026.02 | 52.9 | |
| DP-CTGANGenerator=DP-CTGAN, Differential Privacy=Yes, Privacy Budget (epsilon)=∞2026.02 | 51.4 | |
| DP-CTGANGenerator=DP-CTGAN, Differential Privacy=Yes, Privacy Budget (epsilon)=12026.02 | 50.4 | |
| TVAEGenerator=TVAE, Differential Privacy=None2026.02 | 50.1 | |
| DP-CTGANGenerator=DP-CTGAN, Differential Privacy=Yes, Privacy Budget (epsilon)=52026.02 | 49.9 | |
| DP-CTGANGenerator=DP-CTGAN, Differential Privacy=Yes, Privacy Budget (epsilon)=102026.02 | 49.9 | |
| DP-TVAEGenerator=DP-TVAE, Differential Privacy=Yes, Privacy Budget (epsilon)=52026.02 | 49.5 | |
| TabDiffGenerator=TabDiff, Differential Privacy=None2026.02 | 49 | |
| DP-TVAEGenerator=DP-TVAE, Differential Privacy=Yes, Privacy Budget (epsilon)=∞2026.02 | 48.3 | |
| DP-TVAEGenerator=DP-TVAE, Differential Privacy=Yes, Privacy Budget (epsilon)=12026.02 | 47.4 | |
| CTGANGenerator=CTGAN, Differential Privacy=None2026.02 | 42.6 |