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arXiv — cs.AI

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Keep It CALM: Analyzing the Limits of Global Unsafety in Text-to-Image Generation

Training-free safeguards for text-to-image generation often rely on a reusable safety signal, such as an unsafe direction or global toxic subspace, applied broadly across prompts. We provide a controlled geometric analysis of this global-unsafety assumption and reveal a…

arXiv — cs.AIBy: NaHyeon Park, Minhyun Lee, Hyunjung ShimOctober 5, 2026 (Oct 5)
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AI Summary & Key Takeaways

  • Training-free safeguards for text-to-image generation often rely on a reusable safety signal, such as an unsafe direction or global toxic subspace, applied broadly across prompts
  • We provide a controlled geometric analysis of this global-unsafety assumption and reveal a…
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Keep It CALM: Analyzing the Limits of Global Unsafety in Text-to-Image Generation

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