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Benchmarks
Text-to-Image Poisoning Attack on Brand Scenario Prompts
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0
Error Transfer Rate (ETR)
BackdoorBias
-0.08
0.46
1
1.54
Jun 8, 2026
Error Transfer Rate (ETR)
Attack Success Rate (ASR)
LPIPS (Learned Perceptual Image Patch Similarity)
Coverage Rate (CR)
Fréchet Inception Distance (FID)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Error Transfer Rate (ETR)
Attack Success Rate (ASR)
LPIPS (Learned Perceptual Image Patch Similarity)
Coverage Rate (CR)
Fréchet Inception Distance (FID)
BackdoorBias
2026.06
0
6.4
0.5
99
195.01
ViallanDiffusion
2026.06
0
7.2
0.5
100
197.58
Nightshade
2026.06
0
6
0.5
100
193.13
AMP
2026.06
0
7.4
0.5
99
193.83
PoisonLoRA
2026.06
2
97.2
0.48
97
182.31
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