NetAgent: Multi-Task Agentic Network Traffic Analysis Made Practical

Reported by arXiv cs.CR (Hao Fu, Dawn Song, Peng Gao)

Summary by Cyber Security News7 Oct 2026, 06:00 CET

About this summary. This is a short excerpt from the description that arXiv cs.CR published with its article. Cyber Security News did not report or verify the underlying story. Read the original: https://arxiv.org/abs/2610.07386

arXiv:2610.07386v1 Announce Type: new Abstract: Network traffic analysis is central to network security, spanning tasks from intrusion detection to encrypted traffic classification. Existing approaches either train task-specific models that generalize poorly or rely on costly traffic foundation models that still struggle under distribution shift. We present NetAgent, the first agentic framework for multi-task traffic analysis.

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