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News/Semantic-Preserving Prompt Hijacking: A Black-Box Adversarial Attack on Auto-Prompt Optimization
arxiv
PublishedJune 16, 2026 at 4:00 AM

Semantic-Preserving Prompt Hijacking: A Black-Box Adversarial Attack on Auto-Prompt Optimization

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Publisher summary· verbatim

arXiv:2506.18756v2 Announce Type: replace Abstract: LLMs increasingly integrate auto-suggestion optimization modules, enabling them to rewrite and display user input before generating the final response. While this design aims to enhance transparency and trust, its process of autonomously selecting

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