ANT: A Multi-Granularity Network Traffic Dataset and Benchmark for Agents Behavior Auditing.

arXiv:2610.06514v1 Announce Type: new Abstract: The growing adoption of large language model (LLM) agents creates a need for network administrators and security teams to audit agent behavior within organizational networks without inspecting private user conten