Security for AI: threats your firewall won't catch

Eighth post in the series. In the previous one, we learned that a green dashboard doesn’t guarantee a healthy model. Now: the threats your WAF won’t catch. tl;dr Most AI security failures happen at identity, data access, and prompt boundaries, not at the firewall. Use managed identity, RBAC, Key Vault, private connectivity, and content filtering together. The chatbot that knew too much Your organization deploys an internal chatbot with Azure OpenAI, connected to a knowledge base of policies, documentation, and FAQs. The rollout goes smoothly, adoption takes off, and leadership is already planning a customer-facing version. ...

June 7, 2026 · 6 min · Ricardo Martins

Configure ARO to Use Microsoft Entra ID Group Claims

This article was originally published at Configure ARO to use Microsoft Entra ID Group Claims | Red Hat Cloud Experts This guide demonstrates how to utilize the OpenID Connect group claim functionality implemented in OpenShift 4.10. This functionality allows an identity provider to provide a user’s group membership for use within OpenShift. This guide will walk through the creation of an Azure Active Directory (Azure AD) application, configure the necessary Azure AD groups, and configure Azure Red Hat OpenShift (ARO) to authenticate and manage authorization using Azure AD. ...

October 3, 2024 · 7 min · Ricardo Martins