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Benchmarks
Backdoor Detection on Stable Diffusion FixIMgAtt attacks v1.5
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100
Precision
UFID
59.4192
69.9546
80.49
91.0254
Mar 6, 2026
Precision
Recall
F1 Score
False Positive Rate (FPR)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
False Positive Rate (FPR)
UFID
Access=Black-box, Atta...
2026.03
100
83.33
90.91
0
GrainPS
Access=White-box, Atta...
2026.03
94.5
92
93.09
5.66
T2IShield
Access=White-box, Atta...
2026.03
88.57
88.57
88.57
26.67
NaviT2I
Access=White-box, Atta...
2026.03
86.27
88
87.13
14
BlackMirror
Access=Black-box, Atta...
2026.03
66.67
100
80
28.12
CLIP
Access=Black-box, Atta...
2026.03
60.98
100
75.76
64
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