  In this rejoinder, we aim to address two broad issues that cover most
comments made in the discussion. First, we discuss some theoretical aspects of
our work and comment on how this work might impact the theoretical foundation
of privacy-preserving data analysis. Taking a practical viewpoint, we next
discuss how f-differential privacy (f-DP) and Gaussian differential privacy
(GDP) can make a difference in a range of applications.
