Guidelines for Implementing and Auditing Differentially Private Systems

Daniel Kifer, Solomon Messing, Aaron Roth +2

Differential privacy is an information theoretic constraint on algorithms and code. It provides quantification of privacy leakage and formal privacy guarantees that are currently c…