Membership Inference Attack on ACS Income
0.513ROC AUCEnsemble
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EnsembleCF=scfe2026.06 | 0.513 | 1.3 | 10.7 | 0.515 | |
| EnsembleCF=Nice2026.06 | 0.511 | 1.5 | 11.5 | 0.512 | |
| EnsembleCF=dice_kdtree2026.06 | 0.51 | 1.7 | 12.1 | 0.519 | |
| Dist LrtCF=Nice2026.06 | 0.506 | 1.1 | 10.5 | 0.5 | |
| EnsembleCF=gradient2026.06 | 0.505 | 1.8 | 11.2 | 0.511 | |
| Dist LrtCF=gradient2026.06 | 0.504 | 1.3 | 10.8 | 0.51 | |
| Dist LrtCF=dice_kdtree2026.06 | 0.497 | 1.4 | 9.4 | 0.499 | |
| Dist LrtCF=scfe2026.06 | 0.496 | 0.2 | 6.1 | 0.476 |