Gradient Inversion Attack on MNIST (PSNR)
105.29PSNRARES
Evaluation results
| Method | Links | |
|---|---|---|
| ARESBatch size=322026.03 | 105.29 | |
| ARESBatch size=642026.03 | 94.16 | |
| ARESBatch size=2562026.03 | 42.42 | |
| FedLeakBatch size=322026.03 | 21.57 | |
| FedLeakBatch size=642026.03 | 21.12 | |
| RtFBatch size=322026.03 | 17.53 | |
| RtFBatch size=642026.03 | 16.68 | |
| TWBatch size=322026.03 | 13.89 | |
| RtFBatch size=2562026.03 | 13.08 | |
| TWBatch size=642026.03 | 13.02 | |
| FishingBatch size=642026.03 | 12.58 | |
| FishingBatch size=322026.03 | 12.4 | |
| FishingBatch size=2562026.03 | 12.4 | |
| TWBatch size=2562026.03 | 11.87 | |
| GIBatch size=322026.03 | 11.17 | |
| GIBatch size=642026.03 | 10.94 | |
| IGBatch size=322026.03 | 9.96 | |
| IGBatch size=642026.03 | 9.88 | |
| iDLGBatch size=322026.03 | 9.39 | |
| iDLGBatch size=642026.03 | 9.27 |