Adversarial Defense on TI-Dataset DreamShaper
55.46FIDSmooth
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SmoothAttack=ControlNet2026.06 | 55.46 | 32.75 | 85 | |
| SmoothAttack=SDEdit2026.06 | 63.72 | 33.55 | 84 | |
| SmoothAttack=Inpainting2026.06 | 77.87 | 30.63 | 87 | |
| ACEAttack=SVDiff2026.06 | 103.88 | 29.1 | 72 | |
| ACEAttack=LoRA2026.06 | 197.52 | 23.83 | 66 | |
| ACEAttack=Fine-tuning2026.06 | 214.95 | 25.15 | 66 | |
| VOIDAttack=ControlNet2026.06 | 305.93 | 19.57 | 53 | |
| VOIDAttack=SDEdit2026.06 | 310.11 | 19.57 | 52 | |
| VOIDAttack=Inpainting2026.06 | 323.3 | 19.57 | 56 | |
| VOIDAttack=SVDiff2026.06 | 334.13 | 19.96 | 53 | |
| VOIDAttack=Fine-tuning2026.06 | 377.75 | 20.4 | 54 | |
| VOIDAttack=LoRA2026.06 | 445.43 | 19.86 | 56 |