Inside MDASH: Designing a Microsoft‑Scale Multi‑Model Agentic Cyber Defense Benchmark

This guide outlines the design of MDASH, a multi-model agentic cyber defense benchmark, to evaluate LLMs in security operations as end-to-end, safety-critical systems. It emphasizes treating SOC and SDLC as a single defensive fabric and assessing the full architecture under realistic attack, noise, and governance constraints.