Deep Leakage Reconstruction on Tiny ImageNet
15.501PSNRDeep Leakage with Generative Flow Matching Denoiser
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Deep Leakage with Generative Flow Matching DenoiserVRAM(GB)=1.142, TFLOPs=1.1152026.01 | 15.501 | 0.444 | 0.333 | 0.05 | 0.401 | 0.034 | 0.115 | |
| SMEVRAM(GB)=0.824, TFLOPs=0.3022026.01 | 15.187 | 0.423 | 0.359 | 0.064 | 0.331 | 0.036 | 0.123 | |
| DLFVRAM(GB)=0.656, TFLOPs=3.662026.01 | 12.028 | 0.142 | 0.504 | 0.114 | 1.076 | 0.078 | 0.078 | |
| GGLVRAM(GB)=2.575, TFLOPs=5.6772026.01 | 11.49 | 0.106 | 0.578 | 0.158 | 1.947 | 0.111 | 0.107 | |
| GradInversionVRAM(GB)=0.746, TFLOPs=0.0032026.01 | 8.291 | 0.077 | 0.569 | 0.138 | 2.341 | 0.159 | 0.594 |