Attractive Metadata Attack: Inducing LLM Agents to Invoke Malicious Tools

Kanghua Mo, Li Hu, Yucheng Long, Zhihao Li. Attractive Metadata Attack: Inducing LLM Agents to Invoke Malicious Tools. In Danielle Belgrave, Cheng Zhang 0005, Laura N. Montoya, Hsuan-Tien Lin, Razvan Pascanu, Piotr Koniusz, Marzyeh Ghassemi, Nancy Chen, Iván Vladimir Meza Ruíz, Arturo Loaiza-Bonilla, editors, Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, NeurIPS 2025, San Diago, CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December 5, 2025. 2025. [doi]

Authors

Kanghua Mo

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Li Hu

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Yucheng Long

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Zhihao Li

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