Membership Inference Attack on Heloc
0.534ROC AUCEnsemble
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EnsembleCF=dice_kdtree2026.06 | 0.534 | 4.7 | 16.4 | 0.555 | |
| EnsembleCF=Nice2026.06 | 0.515 | 1.9 | 12.8 | 0.522 | |
| EnsembleCF=scfe2026.06 | 0.495 | 0.9 | 9.5 | 0.498 | |
| EnsembleCF=gradient2026.06 | 0.491 | 0.9 | 9.3 | 0.496 | |
| Dist LrtCF=Nice2026.06 | 0.482 | 1 | 9.2 | 0.489 | |
| Dist LrtCF=dice_kdtree2026.06 | 0.481 | 1.5 | 11.1 | 0.501 | |
| Dist LrtCF=scfe2026.06 | 0.472 | 0.4 | 9.3 | 0.476 | |
| Dist LrtCF=gradient2026.06 | 0.471 | 0.6 | 9.8 | 0.477 |