Differentially Private Synthetic Tabular Data: Generating HIPAA-Safe Health Records
An enterprise data science architecture guide to generating synthetic tabular datasets with strict Differential Privacy guarantees. We dissect DP-CTGAN, Private-PGM marginal distributions, Renyi Differential Privacy accounting, and sharing compliant healthcare data.
9/2/202624 min read