Scenario: You are designing a data lake and want to ensure that if sensitive PII data (like Social Security numbers) is discovered in an S3 bucket, it is automatically 'masked' or redacted before it's processed. Solution ?

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

Correct Answer: Use AWS Glue with Amazon Cloud DLP (Sensitive Data Protection) integration

Glue can integrate with DLP to automatically detect and redact sensitive info during the ETL process, moving only clean data to the downstream analytics layers....

📋Part of AWS Certified Solutions Architect – Professional (SAP-C02) · AWS Certification Practice
Real Exam ScenarioScenario Based

Scenario: You are designing a data lake and want to ensure that if sensitive PII data (like Social Security numbers) is discovered in an S3 bucket, it is automatically 'masked' or redacted before it's processed. Solution ?

✓ Correct Answer & ExplanationScenario Based

Correct Answer

Use AWS Glue with Amazon Cloud DLP (Sensitive Data Protection) integration

Why This Answer Is Correct

Glue can integrate with DLP to automatically detect and redact sensitive info during the ETL process, moving only clean data to the downstream analytics layers.

📚 What This Question Tests

This question evaluates your knowledge of Scenario Based — a core concept tested in AWS Certified Solutions Architect – Professional (SAP-C02). Understanding Scenario Based 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.