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Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the ACL (Main, Long Papers)

ToolCommander: Adversarial Tool Injection against LLM Tool-Calling Systems

Rupeng Zhang, Haowei Wang, Junjie Wang, Mingyang Li, Yuekai Huang, Dandan Wang, Qing Wang

First author · October 2024

ToolCommander: Adversarial Tool Injection against LLM Tool-Calling Systems

Summary

A framework that exploits vulnerabilities in LLM tool-calling systems, enabling privacy theft, denial-of-service attacks, and business competition manipulation through adversarial tool injection.

Built with:LLM SecurityNLPAdversarial Attack