Securing AI Applications: Authentication and Authorization Patterns
AI applications face unique security concerns: protecting training data, controlling model access, securing inference endpoints, and preventing prompt…
9 articles
AI applications face unique security concerns: protecting training data, controlling model access, securing inference endpoints, and preventing prompt…
Security is an ongoing responsibility. Tomorrow, I will cover Workspace Roles in more detail.
What the GA 2022-12-01 Azure OpenAI REST API looks like on the wire: URLs, auth headers, completions, embeddings, errors and when to skip the SDK.
Azure OpenAI is GA but has no official .NET SDK yet. How I'd build a thin, typed C# client over the 2022-12-01 REST API that is easy to delete later.
How to configure the openai 0.26 Python library for Azure OpenAI in January 2023: API keys or Azure AD tokens, deployment names, timeouts, retries and async.
Embed for organization leverages existing Power BI investments: Seamless Azure AD integration Respects organizational security policies No additional…
Identity-first security in 2021 meant rethinking how we control access. The tools are mature; the challenge is implementation discipline.
Guests appear in your directory but authenticate elsewhere.
Conditional Access is where the "never trust, always verify" principle of Zero Trust actually gets operationalised. Every sign-in to every app goes through…