The correct answer is to configure Microsoft Defender for Cloud's data discovery and classification alongside Azure SQL Database auditing. This combination directly addresses the need for automatic identification of sensitive columns containing PII, as Defender for Cloud’s built-in classification engine scans your Azure SQL Database schema and recommends labels like “Confidential” or “Financial,” while Azure SQL Database auditing logs every access to those classified columns, providing a complete audit trail. On the Microsoft Azure Security Engineer Associate AZ-500 exam, this scenario tests your ability to distinguish between integrated security tools: many candidates mistakenly choose Azure Purview for broader governance or Advanced Threat Protection for threat detection, but the question specifically requires automated classification and column-level auditing within the SQL Database itself. A strong memory tip is to think of “Defender for Cloud discovers, Auditing records” — the two services work hand-in-hand for compliance, and the exam loves pairing a classification service with a logging feature to test your understanding of layered security controls.
AZ-500 Secure compute, storage, and databases Practice Question
This AZ-500 practice question tests your understanding of secure compute, storage, and databases. This is a configuration task: choose the command set that satisfies every stated requirement. Small differences — like 'secret' vs 'password' or 'transport input ssh' vs 'all' — change whether the answer is correct. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
Your organization uses Microsoft Defender for Cloud to manage security posture. You have an Azure SQL Database that stores PII. You need to ensure that all sensitive columns are automatically discovered and classified. Additionally, you want to audit access to these columns. What should you configure?
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
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Microsoft Defender for Cloud's data discovery and classification and Azure SQL Database auditing
Option B is correct: Microsoft Defender for Cloud includes data discovery and classification for Azure SQL Database, and auditing can be enabled to track access. Option A (Azure Purview) is for broader data governance but not directly for SQL Database auditing. Option C (Azure SQL Database Vulnerability Assessment) checks for vulnerabilities, not classification. Option D (Azure SQL Database Advanced Threat Protection) detects threats, not classification.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
Microsoft Defender for Cloud's data discovery and classification and Azure SQL Database auditing
Why this is correct
Provides automatic discovery and auditing.
Related concept
Read the scenario before looking for a memorised answer.
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Azure Purview Data Map and Azure SQL Database auditing
Why it's wrong here
Purview can classify, but auditing is separate; however, SQL DB built-in classification is more direct.
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Azure SQL Database Vulnerability Assessment and Azure SQL Database auditing
Why it's wrong here
Vulnerability assessment does not classify data.
Common exam traps
Common exam trap: answer the scenario, not the keyword
Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.
Detailed technical explanation
How to think about this question
This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.
KKey Concepts to Remember
Read the scenario before looking for a memorised answer.
Find the constraint that changes the correct option.
Eliminate answers that are true in general but not in this case.
Use explanations to understand the rule behind the answer.
TExam Day Tips
→Underline the problem statement mentally.
→Watch for words such as best, first, most likely and least administrative effort.
→Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A company's IT admin needs to give a contractor read-only access to production logs without sharing account credentials. Using role-based access control (RBAC) and temporary scoped permissions — not a permanent shared password — is the correct pattern. Questions like this test whether you can apply least-privilege access across cloud identity services.
Related glossary terms
Concepts from this question explained
These glossary pages explain the core terms tested in this AZ-500 question in full detail.
Identify which AZ-500 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
Secure compute, storage, and databases — This question tests Secure compute, storage, and databases — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Microsoft Defender for Cloud's data discovery and classification and Azure SQL Database auditing — Option B is correct: Microsoft Defender for Cloud includes data discovery and classification for Azure SQL Database, and auditing can be enabled to track access. Option A (Azure Purview) is for broader data governance but not directly for SQL Database auditing. Option C (Azure SQL Database Vulnerability Assessment) checks for vulnerabilities, not classification. Option D (Azure SQL Database Advanced Threat Protection) detects threats, not classification.
What should I do if I get this AZ-500 question wrong?
Identify which AZ-500 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Question Discussion
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