2025 "llm agent security" Papers

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Attractive Metadata Attack: Inducing LLM Agents to Invoke Malicious Tools

Kanghua Mo, Li Hu, Yucheng Long et al.

NEURIPS 2025posterarXiv:2508.02110
4
citations

Memory Injection Attacks on LLM Agents via Query-Only Interaction

Shen Dong, Shaochen Xu, Pengfei He et al.

NEURIPS 2025posterarXiv:2503.03704
16
citations