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CNRS & Université Côte d’Azur, LJAD, Nice, France
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LLMs harbor easily discoverable "natural backdoors"—token sequences that trigger harmful outputs without any semantic instruction, revealing a concerning vulnerability beyond traditional prompt-based jailbreaks.