Privacy accounting $\epsilon$conomics: Improving differential privacy composition via a posteriori bounds

Valentin Hartmann, Vincent Bindschaedler, Alexander Bentkamp +1

Differential privacy (DP) is a widely used notion for reasoning about privacy when publishing aggregate data. In this paper, we observe that certain DP mechanisms are amenable to a…