ToolPrivacyBench: Benchmarking Purpose-Bound Privacy in Tool-Using LLM Agents

Shijing Hu, Liang Liu, Zhu Meng +1

Large language models (LLMs) have increasingly moved from standalone text generation systems to agents that invoke external tools, access environments, and execute multi-step tasks…