Mengke Tian
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126
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2026
TwoHamsters: Benchmarking Multi-Concept Compositional Unsafety in Text-to-Image Models
This paper introduces TwoHamsters, a new benchmark that rigorously tests Multi-Concept Compositional Unsafety (MCCU) in text-to-image models, demonstrating that current state-of-the-art models and safety defenses are highly vulnerable to subtle, compositionally unsafe prompts.
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Papers
cs.CRcs.CVRecentApr 17, 2026
TwoHamsters: Benchmarking Multi-Concept Compositional Unsafety in Text-to-Image Models
Chaoshuo Zhang, Yibo Liang, Mengke Tian, Chenhao Lin +5 more
This paper introduces TwoHamsters, a new benchmark that rigorously tests Multi-Concept Compositional Unsafety (MCCU) in text-to-image models, demonstrating that current state-of-the-art models and saf…
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