Gradient Inversion Attack on FFHQ every 1000th image (val)
21.3368PSNRGIFD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GIFDGAN model=StyleGAN2, Batch size (B)=1, Strong BN prior=No, Number of trials=42026.04 | 21.3368 | 10.23 | 57.68 | 0.0098 | |
| GIASGAN model=StyleGAN2, Batch size (B)=1, Strong BN prior=No, Number of trials=42026.04 | 20.1799 | 12.66 | 53.79 | 0.0121 | |
| IGGAN model=StyleGAN2, Batch size (B)=1, Strong BN prior=No, Number of trials=42026.04 | 15.3523 | 41.72 | 22.72 | 0.0311 | |
| GGLGAN model=StyleGAN2, Batch size (B)=1, Strong BN prior=No, Number of trials=42026.04 | 15.1335 | 20.09 | 24.53 | 0.0339 | |
| GIGAN model=StyleGAN2, Batch size (B)=1, Strong BN prior=No, Number of trials=42026.04 | 14.9485 | 45.03 | 20.44 | 0.0343 |