Membership Inference Attack on Compas
69.4ROC AUCEnsemble
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EnsembleCF=scfe2026.06 | 69.4 | 2.9 | 33.7 | 68.3 | |
| Dist LrtCF=gradient2026.06 | 65.2 | 2.3 | 32.8 | 64.3 | |
| EnsembleCF=dice_kdtree2026.06 | 62.4 | 1.2 | 19.2 | 60.7 | |
| EnsembleCF=Nice2026.06 | 61.5 | 1.1 | 17.5 | 59.9 | |
| EnsembleCF=gradient2026.06 | 60.2 | 1.9 | 20 | 59.2 | |
| Dist LrtCF=scfe2026.06 | 57.2 | 1 | 14.4 | 55.1 | |
| Dist LrtCF=Nice2026.06 | 49.6 | 0.9 | 10.3 | 50 | |
| Dist LrtCF=dice_kdtree2026.06 | 49.5 | 1.1 | 10.9 | 50.1 |