Membership Inference Attack on CC
54.9Success RateTabDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDiffGenerator=TabDiff, Differential Privacy=None2026.02 | 54.9 | |
| DP-TVAEGenerator=DP-TVAE, Differential Privacy=Yes, Privacy Budget (epsilon)=52026.02 | 52.4 | |
| DP-TVAEGenerator=DP-TVAE, Differential Privacy=Yes, Privacy Budget (epsilon)=102026.02 | 51.8 | |
| DP-TVAEGenerator=DP-TVAE, Differential Privacy=Yes, Privacy Budget (epsilon)=12026.02 | 50 | |
| DP-CTGANGenerator=DP-CTGAN, Differential Privacy=Yes, Privacy Budget (epsilon)=52026.02 | 49.9 | |
| Gauss.Generator=Gauss., Differential Privacy=None2026.02 | 49.8 | |
| DP-CTGANGenerator=DP-CTGAN, Differential Privacy=Yes, Privacy Budget (epsilon)=12026.02 | 49.4 | |
| DP-CTGANGenerator=DP-CTGAN, Differential Privacy=Yes, Privacy Budget (epsilon)=∞2026.02 | 49.4 | |
| DP-TVAEGenerator=DP-TVAE, Differential Privacy=Yes, Privacy Budget (epsilon)=∞2026.02 | 49.1 | |
| TVAEGenerator=TVAE, Differential Privacy=None2026.02 | 48.9 | |
| DP-CTGANGenerator=DP-CTGAN, Differential Privacy=Yes, Privacy Budget (epsilon)=102026.02 | 47.1 | |
| CTGANGenerator=CTGAN, Differential Privacy=None2026.02 | 41.2 |