"safety vulnerabilities" Papers

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BadRobot: Jailbreaking Embodied LLM Agents in the Physical World

Hangtao Zhang, Chenyu Zhu, Xianlong Wang et al.

ICLR 2025
6
citations

Endless Jailbreaks with Bijection Learning

Brian R.Y. Huang, Max Li, Leonard Tang

ICLR 2025arXiv:2410.01294
16
citations

MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models

Chejian Xu, Jiawei Zhang, Zhaorun Chen et al.

ICLR 2025arXiv:2503.14827
11
citations

Reasoning as an Adaptive Defense for Safety

Taeyoun Kim, Fahim Tajwar, Aditi Raghunathan et al.

NEURIPS 2025arXiv:2507.00971
11
citations

Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast

Xiangming Gu, Xiaosen Zheng, Tianyu Pang et al.

ICML 2024arXiv:2402.08567
103
citations