Data Security and Privacy Controls

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Designs robust data security and privacy controls for sensitive, financial, and regulated data assets using NIST SP 800-53 Rev. 5 principles.

Data Security and Privacy Controls provides comprehensive frameworks and actionable guidance to safeguard sensitive, financial, confidential, and regulated information across pipelines, dashboards, and enterprise systems. Drawing upon NIST SP 800-53 Rev. 5 standards, this skill helps data engineers, analysts, and governance teams map data flows, establish least-privilege access rules, implement encryption and PII masking, log critical operations, and manage formal policy exceptions. It is particularly valuable before launching new data products, conducting compliance audits, or handling sensitive financial records and customer personally identifiable information (PII).

Características Principales

01Role-based access control, least privilege enforcement, and segregation of duties design
02Standardized exception handling workflows with risk assessments and compensating controls
03Comprehensive PII protection strategies including masking, tokenization, and data minimization
04NIST SP 800-53 Rev. 5 control mapping adapted for modern data architectures and analytics
050 GitHub stars
06Audit logging, change detection, and download monitoring checklists for sensitive assets

Casos de Uso

01Evaluating and documenting compliance exceptions with formal compensating controls and expiry tracking
02Designing governance and access control models for regulated financial, payroll, and customer data
03Pre-release control verification and risk assessment for analytics dashboards and data products