Backdoor Detection on Stable Diffusion PatchAtt attacks v1.5
93.88PrecisionNaviT2I
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NaviT2IAccess=White-box, Attack Variant=BadT2I2026.03 | 93.88 | 92 | 92.93 | 6 | |
| BlackMirrorAccess=Black-box, Attack Variant=BadT2I2026.03 | 85.71 | 96 | 90.57 | 16 | |
| UFIDAccess=Black-box, Attack Variant=BadT2I2026.03 | 58.33 | 84 | 68.85 | 60 | |
| CLIPAccess=Black-box, Attack Variant=BadT2I2026.03 | 57.89 | 44 | 50 | 50 | |
| T2IShieldAccess=White-box, Attack Variant=BadT2I2026.03 | 28.57 | 18.18 | 22.22 | 35.71 |