Backdoor Attack on CelebA-HQ
99ASRTooBad
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TooBadPoison rate (p)=10%, Model architecture=LDM, Latent space size=64 x 642026.06 | 99 | 0.002 | 96.5 | |
| TooBadPoison rate (p)=5%, Model architecture=LDM, Latent space size=64 x 642026.06 | 98 | 0.003 | 94.5 | |
| VillanDiffusionPoison rate (p)=10%, Model architecture=LDM, Latent space size=64 x 642026.06 | 76 | 0.051 | 78.9 | |
| UIBDiffusionPoison rate (p)=10%, Model architecture=LDM, Latent space size=64 x 642026.06 | 71 | 0.046 | 72.2 | |
| VillanDiffusionPoison rate (p)=5%, Model architecture=LDM, Latent space size=64 x 642026.06 | 32 | 0.121 | 42.3 | |
| UIBDiffusionPoison rate (p)=5%, Model architecture=LDM, Latent space size=64 x 642026.06 | 19 | 0.186 | 18.8 |