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

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