From Requirements to Attack Trees: Grounded LLM Agents for Design-Time Security Review

Reported by arXiv cs.CR (Akash Iyer, Taha Demirkan, Keerthi Koneru, Aaryan Siddharthan, Sheethal Kumar, Ramesh Radhakrishnan)

Summary by Cyber Security News6 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/2610.03820

arXiv:2610.03820v1 Announce Type: new Abstract: Design-level security weaknesses can arise from requirements, trust assumptions, missing controls, and data flows before implementation begins. Existing security practices often identify these issues after code is written. We present a multi-agent LLM framework for design-time security analysis from product requirement documents and architecture diagrams.

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