← Graph

Data Obfuscation

concept 4 connections

Technique for making sensitive data usable in non-production contexts while preserving volume, quality, shape and relationships. Contrasted in the talk with two other techniques: encryption (data unreadable, breaks UI) and tokenization (reversible mapping, still ugly). Obfuscation is preferred because it produces realistic-looking data (e.g. US phone numbers stay US phone numbers, Arabic names stay Arabic names) without traceability back to real individuals. Benefits: HIPAA-compliant staging/integration envs, BI and analytics, load testing with real volumes, and UX/design walkthroughs that feel realistic.

category
pattern
about
Data Obfuscation concept
Obfuscation is the central technique chosen for the HIPAA case study.
About preserving domain logic through obfuscation.
about
Data Obfuscation concept
About limits of obfuscation against statistical re-identification.
about
Data Obfuscation concept
About how obfuscation interacts with downstream analytics.

Provenance

Read by
3 extractions