Classification on adult (Accuracy, AUC)
80.5Accuracyaugmented no-clipping DP-GD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| augmented no-clipping DP-GDModel=Model 2, Privacy budget=ε = 1, δ = 10−5, Number of runs=1002026.05 | 80.5 | 87.5 | |
| standard DP-GDModel=Model 1, Privacy budget=ε = 1, δ = 10−5, Number of runs=1002026.05 | 79.47 | 86.92 | |
| DP model using output perturbationModel=Model 3, Privacy budget=ε = 1, δ = 10−5, Number of runs=1002026.05 | 76.6 | 81.91 |