Jörg Drechsler

Differential Privacy for Government Agencies—Are We There Yet?

2023 · Journal of the American Statistical Association

Government agencies typically need to take potential risks of disclosure into account whenever they publish statistics based on their data or give external researchers access to collected data. In this context, the promise of formal …

Nonparametric Differentially Private Confidence Intervals for the Median

2022 · Journal of Survey Statistics and Methodology

Abstract Differential privacy is a restriction on data processing algorithms that provides strong confidentiality guarantees for individual records in the data. However, research on proper statistical inference, that is, research on properly quantifying the uncertainty …