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News/CollageAttack: Exploiting Cross-Modal Alignment Flaws in T2I Models through Spatial Text Composition
arxiv
PublishedOctober 1, 2026 at 4:00 AM

CollageAttack: Exploiting Cross-Modal Alignment Flaws in T2I Models through Spatial Text Composition

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arXiv:2609.38253v1 Announce Type: cross Abstract: Text-to-image (T2I) models have substantially improved in language understanding, in-image text rendering, and visual composition, while their safety mechanisms do not always keep pace with these capabilities. This creates a cross-modal attack surfac

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