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News/Dynamic Defense Profiling Enables Cognitive Jailbreak of Text-to-Image Models
arxiv
PublishedJuly 21, 2026 at 4:00 AM

Dynamic Defense Profiling Enables Cognitive Jailbreak of Text-to-Image Models

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Publisher summary· verbatim

arXiv:2607.17779v1 Announce Type: new Abstract: Text-to-Image (T2I) generative models have achieved remarkable progress in synthesizing high-quality visual content, yet they remain vulnerable to adversarial misuse, particularly in generating Not-Safe-For-Work (NSFW) images. Most existing jailbreak a

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