Empirical RDP Auditing on MNIST (test)
0.089Empirical RDP EpsilonSOTA black-box
Evaluation Results
| Method | Links | |
|---|---|---|
| SOTA black-boxTarget epsilon_alpha=0.25, alpha=22026.05 | 0.089 | |
| DV-RényiTarget epsilon_alpha=0.25, alpha=22026.05 | 0.202 | |
| SOTA black-boxTarget epsilon_alpha=1.0, alpha=22026.05 | 0.436 | |
| DV-RényiTarget epsilon_alpha=1.0, alpha=22026.05 | 0.867 | |
| SOTA black-boxTarget epsilon_alpha=2.0, alpha=22026.05 | 0.94 | |
| DV-RényiTarget epsilon_alpha=2.0, alpha=22026.05 | 1.527 | |
| SOTA black-boxTarget epsilon_alpha=4.0, alpha=22026.05 | 2.01 | |
| DV-RényiTarget epsilon_alpha=4.0, alpha=22026.05 | 2.127 | |
| DV-RényiTarget epsilon_alpha=10.0, alpha=22026.05 | 2.65 | |
| SOTA black-boxTarget epsilon_alpha=10.0, alpha=22026.05 | 5.32 |