Abstract

In this chapter, we discuss regulations that govern the privacy of medical data for a variety of countries around the world and examples of medical data privacy breaches. We discuss why differential privacy is a promising framework for the next gold standard in medical data privacy. Finally, we discuss conducting both statistical analyses and machine learning on medical data with guarantees of differential privacy.