most citedEfficient and Stealthy Jailbreak Attacks via Adversarial Prompt Distillation from LLMs to SLMs

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cs.CL2026

Efficient and Stealthy Jailbreak Attacks via Adversarial Prompt Distillation from LLMs to SLMs

Xiang Li, Chong Zhang, Jia Wang +3

Current jailbreak attacks on large language models (LLMs) predominantly rely on LLMs themselves to generate adversarial prompts, creating a critical efficiency bottleneck: each att…