Membership Inference Attack on GM
53.2Success RateDP-CTGAN
Evaluation Results
| Method | Links | |
|---|---|---|
| DP-CTGANGenerator=DP-CTGAN, Differential Privacy=Yes, Privacy Budget (epsilon)=12026.02 | 53.2 | |
| TabDiffGenerator=TabDiff, Differential Privacy=None2026.02 | 52.8 | |
| TVAEGenerator=TVAE, Differential Privacy=None2026.02 | 52.2 | |
| DP-CTGANGenerator=DP-CTGAN, Differential Privacy=Yes, Privacy Budget (epsilon)=52026.02 | 51.6 | |
| DP-TVAEGenerator=DP-TVAE, Differential Privacy=Yes, Privacy Budget (epsilon)=102026.02 | 49.4 | |
| Gauss.Generator=Gauss., Differential Privacy=None2026.02 | 48 | |
| DP-TVAEGenerator=DP-TVAE, Differential Privacy=Yes, Privacy Budget (epsilon)=52026.02 | 47.9 | |
| DP-TVAEGenerator=DP-TVAE, Differential Privacy=Yes, Privacy Budget (epsilon)=∞2026.02 | 47.8 | |
| DP-CTGANGenerator=DP-CTGAN, Differential Privacy=Yes, Privacy Budget (epsilon)=102026.02 | 47.7 | |
| DP-CTGANGenerator=DP-CTGAN, Differential Privacy=Yes, Privacy Budget (epsilon)=∞2026.02 | 47.4 | |
| DP-TVAEGenerator=DP-TVAE, Differential Privacy=Yes, Privacy Budget (epsilon)=12026.02 | 46.5 | |
| CTGANGenerator=CTGAN, Differential Privacy=None2026.02 | 45.3 |