Agent Tools Orchestration Leaks More: Dataset, Benchmark, and Mitigation

ArXi:2512.16310v2 Announce Type: replace-cross Driven by Large Language Models, the single-agent, multi-tool architecture has become a popular paradigm for autonomous agents. However, this architecture