Beyond the benchmark: Advancing security at AI speed

Read how Microsoft Security has advanced its agentic vulnerability detection system, codename MDASH, integrating into real-world workflows across Windows, Azure, and identity systems. The post Beyond the benchmark: Advancing security at AI speed appeared first on Microsoft Security Blog .

In this article From the lab into the pipeline This month’s set of discoveries Beyond the headline: What the engineering work taught us Where we go next Defense at AI speed Learn more Every vulnerability has two clocks running. One belongs to the defender racing to find it; the other to the cyberattacker hoping to find it first. For as long as software has existed, those clocks have favored the attacker, because modern code is vast, interconnected, and changing every day, while security reviews happen at fixed moments in time. The space between “code shipped” and “code reviewed” is where risk quietly accumulates.

A few months ago, we set out to reshape that timing. We introduced codename MDASH , Microsoft Security’s multi-model agentic scanning system, built to discover, validate, and help remediate software vulnerabilities end-to-end.