PII Discovery and Classification at Scale

1. 1Compare ML-based tools for PII discovery, such as Amazon Macie and Google Cloud Data Loss Prevention
2. 2Configure rule-based scanners, like Apache NiFi and Talend, to detect PII
3. 3Integrate data catalogs, such as Alation and Collibra, to classify and manage PII
4. 4Evaluate the trade-offs between accuracy, scalability, and cost for each approach
5. 5Test and validate PII discovery and classification workflows using sample datasets

Data engineers, security teams, and compliance officers can benefit from this knowledge to protect sensitive customer data

💡 Combining ML, rule-based scanners, and catalog integration can provide accurate and scalable PII discovery and classification

Discover and classify PII at scale with ML, rule-based scanners, and catalog integration 💡