Bayesian Methods to Improve The Accuracy of Differentially Private Measurements of Constrained Parameters

Ryan Janicki, Scott H. Holan, Kyle M. Irimata +2

Formal disclosure avoidance techniques are necessary to ensure that published data can not be used to identify information about individuals. The addition of statistical noise to u…