Backdoor Attack on CIFAR-10 (ASR, MSE, SSIM)
99ASRTooBad
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TooBadPoison Rate=10%2026.06 | 99 | 0.0023 | 96.12 | |
| TooBadPoison Rate=5%2026.06 | 98 | 0.0038 | 95.28 | |
| VillanDiffusionPoison Rate=10%2026.06 | 96 | 0.0043 | 98.64 | |
| TooBadPoison Rate=2%2026.06 | 94 | 0.0078 | 91.57 | |
| TooBadPoison Rate=1%2026.06 | 93 | 0.0103 | 90.87 | |
| TooBadPoison Rate=3%2026.06 | 93 | 0.0085 | 91.73 | |
| UIBDiffusionPoison Rate=10%2026.06 | 74 | 0.0487 | 75.07 | |
| TooBadPoison Rate=0.2%2026.06 | 68 | 0.0329 | 69.02 | |
| VillanDiffusionPoison Rate=5%2026.06 | 38 | 0.0825 | 53.57 | |
| UIBDiffusionPoison Rate=5%2026.06 | 16 | 0.1867 | 17.16 | |
| UIBDiffusionPoison Rate=3%2026.06 | 7 | — | — | |
| VillanDiffusionPoison Rate=3%2026.06 | 3 | — | — | |
| UIBDiffusionPoison Rate=2%2026.06 | 2 | — | — | |
| VillanDiffusionPoison Rate=2%2026.06 | 1 | — | — | |
| VillanDiffusionPoison Rate=0.2%2026.06 | 0 | — | — | |
| VillanDiffusionPoison Rate=1%2026.06 | 0 | — | — | |
| UIBDiffusionPoison Rate=0.2%2026.06 | 0 | — | — | |
| UIBDiffusionPoison Rate=1%2026.06 | 0 | — | — |