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Text-to-Image Poisoning Attack on Brand Scenario Prompts

0Error Transfer Rate (ETR)BackdoorBias
-0.080.4611.54Jun 8, 2026

Evaluation results

MethodLinks
BackdoorBias2026.0606.40.599195.01
ViallanDiffusion2026.0607.20.5100197.58
Nightshade2026.06060.5100193.13
AMP2026.0607.40.599193.83
PoisonLoRA2026.06297.20.4897182.31