CyberDom Blog

Securing AI at the Gate

A Deep-Dive into Microsoft Foundry Guardrails, Adversarial Prompt Attacks, and Runtime LLM Defense. Part 1.

Embedding LLMs into production workloads without a runtime defense layer is the same architectural mistake as deploying internet-facing applications without a WAF. The attack surface … Read the rest

The Part of AI Red Teaming Nobody Talks About

Microsoft’s AI Red Teaming Agent landed in public preview, and most of the coverage focused on the headline feature: automated adversarial scanning for generative AI systems. Fair enough. But after spending time with both the documentation and PyRIT, I want … Read the rest

The Hidden Risks inside ChatGPT in Entra ID

The drive to integrate powerful AI tools, such as ChatGPT, into the enterprise environment with Microsoft 365 for enhanced productivity is not a new concept. This integration hides significant, emerging risks. A few security incidents, along with a few more … Read the rest

Sentinel MCP Unlocked

The future of the SOC is shifting from static dashboards and manual KQL queries toward intelligent, context operations powered by AI agents. AI-SOC is a journey, not something that can happen in a night!

Microsoft Sentinel’s integration with the MCP … Read the rest

Beyond KQL: The Sentinel MCP Series

Unlocking Microsoft Sentinel MCP

I started working with the MCP about a year ago, and since then, I’ve built, developed, and deployed dozens of MCPs across different security platforms. My work has included hands-on implementations of both Microsoft Sentinel and Defender XDR, as well … Read the rest