Data Masking

Overview

Data masking replaces real sensitive data with realistic but fake data, preserving format and structure. Essential for:

• Dev/staging environments: Use masked production data without exposing real PII
• Log sanitization: Prevent PII from appearing in log aggregation systems
• Analytics: Analyze behavioral patterns without raw PII
• Testing: Realistic test data that won't trigger real consequences

Masking Techniques