You want to allow your Azure AI Services resources to read secure training images from an Azure Blob Storage container that has public network access disabled. How should you authorize this access?

Direct Answer (Verified)Reviewed by Sunny (Senior Cloud Engineer)

Correct Answer: Enable Managed Identity on the Azure AI Services resource and grant it Storage Blob Data Reader RBAC permissions on the storage account

By enabling a system-assigned or user-assigned Managed Identity on the Azure AI Services resource and assigning the Storage Blob Data Reader role to it, the AI service can securely...

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Real Exam ScenarioAzure AI Services Security

You want to allow your Azure AI Services resources to read secure training images from an Azure Blob Storage container that has public network access disabled. How should you authorize this access?

โœ“ Correct Answer & ExplanationAzure AI Services Security

Correct Answer

Enable Managed Identity on the Azure AI Services resource and grant it Storage Blob Data Reader RBAC permissions on the storage account

Why This Answer Is Correct

By enabling a system-assigned or user-assigned Managed Identity on the Azure AI Services resource and assigning the Storage Blob Data Reader role to it, the AI service can securely authenticate and read blobs directly, even inside network-restricted storage accounts.

๐Ÿ“š What This Question Tests

This question evaluates your knowledge of Azure AI Services Security โ€” a core concept tested in Microsoft Certified: Azure AI Engineer Associate (AI-102). Understanding Azure AI Services Security is essential for designing scalable, secure, and cost-effective cloud architectures. Mastery of this topic will help you answer scenario-based questions confidently on exam day.