Privacy

Evaluate the privacy of your data and synthesizer before sharing it with others.

Compare Real vs. Synthetic data

Apply any of the privacy metrics from our SDMetrics library to compare the real and synthetic data. SDMetrics measures disclosure protection, distance to closest record, and more.

❖ Empirical Differential Privacy

Empirically calculate the amount of privacy that your synthesizer algorithm provides. Compare different synthesizer algorithms to see their tradeoffs.

❖ SDV Enterprise Bundle. This feature is available as part of the Differential Privacy Bundle, an optional add-on to SDV Enterprise. For more information, please visit the Differential Privacy Bundle page.