Membership Inference Attack on CIFAR10 (SGD/DP-SGD Accuracy)
59.6MIA Accuracy (SGD)DP-SGD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DP-SGDModel=D-CNN, Index of Intermediate Convolutional-Layer=1, 3, 5, 7, 82026.02 | 59.6 | 57 | 69.8 | |
| Auto-S/NSGDModel=D-CNN, Index of Intermediate Convolutional-Layer=1, 3, 5, 7, 82026.02 | 59.6 | 58.2 | 70.7 | |
| DP-PSACModel=D-CNN, Index of Intermediate Convolutional-Layer=1, 3, 5, 7, 82026.02 | 59.6 | 57.7 | 69.4 | |
| LM-DP-SGDModel=D-CNN, Index of Intermediate Convolutional-Layer=1, 3, 5, 7, 82026.02 | 59.6 | 59 | 67.9 |