Formal Privacy Guarantees with Invariant Statistics

Young Hyun Cho, Jordan Awan

Motivated by the 2020 US Census products, this paper extends differential privacy (DP) to address the joint release of DP outputs and nonprivate statistics, referred to as invarian…