Author

Haibin Zhang

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Jul 2026

Refusal is Not Safety! Benchmarking Latent Safety Risks of LLM-Driven Content Humorization

An exploratory study involving over 30,000 real-world agent interaction records and 45 stand-up comedians reveals practical safety concerns in LLM-based content humorization, and proposes a prompt injection attack that exploits latent risks in humor-based defenses.

Yu Cui, Ruiqing Yue, Tingyu Li et al. · arXiv.org · 0 citations