Privacy, Compliance & Data Ethics

Synthetic Data & Privacy‑Preserving Methods — A Practical Primer, Checklist & Assessment Templates

A practical primer that explains types of synthetic data and common privacy-preserving approaches, compares their trade-offs, and provides a decision checklist and an assessment template teams can use to evaluate privacy risk and analytical utility before sharing or using synthetic datasets.