Differential Privacy: Future Work & Open Challenges

In this series of blog posts, we have tried to give an accessible overview of the state-of-the-art in differential privacy. In this final post, we review some of the open challenges in the practical use of differential privacy, and conclude with a summary of contexts where differential privacy is already ready for deployment and what comes next. Setting the Privacy Parameter The impact of the privacy parameter (or privacy budget) ε has been a consistent theme throughout this series. Conceptually, …

amp challenges differential privacy future privacy work