"safety guardrails" Papers

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GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMs

Advik Basani, Xiao Zhang

NEURIPS 2025arXiv:2411.14133
12
citations

GuardAgent: Safeguard LLM Agents via Knowledge-Enabled Reasoning

Zhen Xiang, Linzhi Zheng, Yanjie Li et al.

ICML 2025
69
citations

On the Role of Attention Heads in Large Language Model Safety

Zhenhong Zhou, Haiyang Yu, Xinghua Zhang et al.

ICLR 2025arXiv:2410.13708
43
citations