1 code implementation • 16 Apr 2022 • Daniel Bernau, Jonas Robl, Florian Kerschbaum
We present an approach to quantify and compare the privacy-accuracy trade-off for differentially private Variational Autoencoders.
1 code implementation • 24 Dec 2019 • Daniel Bernau, Philip-William Grassal, Jonas Robl, Florian Kerschbaum
We empirically compare local and central differential privacy mechanisms under white- and black-box membership inference to evaluate their relative privacy-accuracy trade-offs.