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Microsoft SC-500: Implementing Security Controls for Cloud and AI Workloads Overview

Welcome to the study guide for the Microsoft SC-500: Cloud and AI Security Engineer Associate certification exam. This course is divided into dedicated sub-sections covering the core domains of the official exam curriculum in extreme technical depth, detailing secure configurations, auditing queries, and AI workload security.

Study Guide Directory

  • Domain 1: Identity, Access, and Governance
    • Privileged Identity Management (PIM) and Conditional Access signal routing.
    • Workload identities, access reviews, and RBAC governance.
    • Auditing login events and role elevations with KQL query scripts.
  • Domain 2: Secure Storage, Databases, and Networking
    • Storage account hardening and SQL database data encryption (Always Encrypted, DDM).
    • Private Link and Private Endpoint deployment.
    • Azure Firewall, User Defined Routing, and Web Application Firewalls (WAF).
  • Domain 3: Secure Compute Workloads and Posture
    • Azure Bastion browser-based access and JIT VM firewall rules.
    • Azure Key Vault security controls (Soft Delete and Purge Protection).
    • Microsoft Defender for Cloud posture management and Secure Score audits.
  • Domain 4: Secure AI Workloads and Governance
    • Securing Azure OpenAI endpoints, Cognitive Services RBAC, and CMK encryption.
    • Mitigating Generative AI threats: prompt injection, jailbreaks, and vector database RAG leakage.
    • Hardening ML pipelines and training dataset storage.

About the SC-500 Exam

The SC-500 evaluates your technical competency in implementing security controls across Azure environments, with a modern, specialized focus on securing Generative AI models, vector stores, and pipelines. It acts as the direct successor to the retiring AZ-500 exam.