Binary Classification on UCI Adult
0.852AUCWW-DP-SGD
Evaluation results
| Method | Links | |
|---|---|---|
| WW-DP-SGDPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.852 | |
| DP-Adam-ACPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.845 | |
| DP-ISPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.841 | |
| ADP-AdamWPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.84 | |
| DP-SAMPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.839 | |
| DP-AdamPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.835 | |
| DP-SGDPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.834 | |
| DP-SATPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.834 |