"llm security" Papers

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AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Xiaogeng Liu, Peiran Li, G. Edward Suh et al.

ICLR 2025arXiv:2410.05295
115
citations

Can Watermarked LLMs be Identified by Users via Crafted Prompts?

Aiwei Liu, Sheng Guan, Yiming Liu et al.

ICLR 2025arXiv:2410.03168
12
citations

Persistent Pre-training Poisoning of LLMs

Yiming Zhang, Javier Rando, Ivan Evtimov et al.

ICLR 2025arXiv:2410.13722
38
citations

Covert Malicious Finetuning: Challenges in Safeguarding LLM Adaptation

Danny Halawi, Alexander Wei, Eric Wallace et al.

ICML 2024arXiv:2406.20053
65
citations