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cs.AI2026
How Narrative Wrapping Affects LLM Refusal: A Cross-Language Benchmark and Defense
Zhankai Ye, Yanning Wang, Yukai Jin +5
Safety-aligned language models often refuse a harmful request stated directly but answer the same request inside a role-play or narrative wrapper. We measure this vulnerability acr…
cs.AI2024★ 1 cited
Stealth edits to large language models
Oliver J. Sutton, Qinghua Zhou, Wei Wang +4
We reveal the theoretical foundations of techniques for editing large language models, and present new methods which can do so without requiring retraining. Our theoretical insight…