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AAIA AI Operations Practice Question

In Azure Machine Learning, which component should an auditor verify to ensure model registry access is restricted to authorized CI/CD service principals?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Workspace Access Control (IAM)

Access to the Model Registry is governed by Azure RBAC and specifically Managed Identities/Service Principals assigned to the workspace.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Workspace Access Control (IAM)

    Why this is correct

    RBAC controls access to the workspace registry.

  • Environment YAML files

    Why it's wrong here

    These define dependencies, not permissions.

  • Compute Instance logs

    Why it's wrong here

    Compute instances do not manage registry access.

  • Data labeling projects

    Why it's wrong here

    Unrelated to registry security.

Quick reference

Access Control Model Comparison

ModelAcronymWho Controls Access?Best For
Discretionary Access ControlDACResource ownerSmall teams, file shares
Mandatory Access ControlMACSystem / security labelsClassified govt / military
Role-Based Access ControlRBACAdministrator (via roles)Enterprise environments
Attribute-Based Access ControlABACPolicy engine (user + resource attributes)Fine-grained, dynamic policies
Rule-Based Access ControlRuBACSystem rules / ACLsFirewall rules, network ACLs

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JA

Written and reviewed by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

Last reviewed August 2026 · checked against the official ISACA exam blueprint

This AAIA practice question is part of Courseiva's free ISACA certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AAIA exam.