Category: Microsoft Security Blog

Threat modeling AI applications

AI threat modeling helps teams identify misuse, emergent risk, and failure modes in probabilistic and agentic AI systems. The post Threat modeling AI applications appeared first on Microsoft Security Blog. This article has been indexed from Microsoft Security Blog Read…

Developer-targeting campaign using malicious Next.js repositories

A developer-targeting campaign leveraged malicious Next.js repositories to trigger a covert RCE-to-C2 chain through standard build workflows. The activity demonstrates how staged command-and-control can hide inside routine development tasks. The post Developer-targeting campaign using malicious Next.js repositories appeared first on…

Running OpenClaw safely: identity, isolation, and runtime risk

Self-hosted agents execute code with durable credentials and process untrusted input. This creates dual supply chain risk, where skills and external instructions converge in the same runtime. As OpenClaw-like systems enter enterprises, governance and runtime isolation become critical. The post…

A one-prompt attack that breaks LLM safety alignment

As LLMs and diffusion models power more applications, their safety alignment becomes critical. The post A one-prompt attack that breaks LLM safety alignment appeared first on Microsoft Security Blog. This article has been indexed from Microsoft Security Blog Read the…

Detecting backdoored language models at scale

We’re releasing new research on detecting backdoors in open-weight language models and highlighting a practical scanner designed to detect backdoored models at scale and improve overall trust in AI systems. The post Detecting backdoored language models at scale appeared first…

Case study: Securing AI application supply chains

Securing AI-powered applications requires more than just safeguarding prompts. Organizations must adopt a holistic approach that includes monitoring the AI supply chain, assessing frameworks, SDKs, and orchestration layers for vulnerabilities, and enforcing strong runtime controls for agents and tools. Leveraging…

Turning threat reports into detection insights with AI

Security teams often spend days manually turning long incident reports and threat writeups into actionable detections by extracting TTPs. This blog post shows an AI-assisted workflow that does the same job in minutes. It extracts the TTPs, maps them to…