Bayesian Differential Privacy through Posterior Sampling

no code implementations • 5 Jun 2013 • Christos Dimitrakakis, Blaine Nelson, and Zuhe Zhang, Aikaterini Mitrokotsa, Benjamin Rubinstein

All our general results hold for arbitrary database metrics, including those for the common definition of differential privacy.

Bayesian Inference Privacy Preserving