Image Classification on CIFAR-10 (test) (Epsilon-based Accuracy)
63.7Accuracy (Epsilon=1)β-DP-SGD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| β-DP-SGDAccountant=PRV, beta value=(2, 2, 2), Model=ScatterNet (CNN, ~5e5 parameters)2025.06 | 63.7 | 67.7 | 69.4 | |
| DP-SGDAccountant=PRV, beta value=-, Model=ScatterNet (CNN, ~5e5 parameters)2025.06 | 63.5 | 67.6 | 69.2 | |
| DP-SGDAccountant=RDP, beta value=-, Model=ScatterNet (CNN, ~5e5 parameters)2025.06 | 60.3 | 67.2 | 69.3 |