Adversarial Attack on Deepfake Detectors on StyleGAN v2 (test)
0.934ASR (DCTA)MStatAttack
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MStatAttackCrafted from=DCTA2023.04 | 0.934 | 0.313 | 26.4 | |
| StatAttackCrafted from=DCTA2023.04 | 0.921 | 0.262 | 28.2 | |
| PGDCrafted from=DCTA2023.04 | 0.712 | 0 | 27.6 | |
| MStatAttackCrafted from=DFTD2023.04 | 0.316 | 0.912 | 26.7 | |
| StatAttackCrafted from=DFTD2023.04 | 0.282 | 0.898 | 27 | |
| StatAttackCrafted from=ResNet2023.04 | 0.173 | 0.216 | 27.4 | |
| MStatAttackCrafted from=ResNet2023.04 | 0.121 | 0.227 | 23 | |
| PGDCrafted from=DFTD2023.04 | 0.035 | 0.888 | 28.5 | |
| PGDCrafted from=ResNet2023.04 | 0.015 | 0.013 | 23.5 |