1 code implementation • 12 Oct 2021 • Friedrich Dörmann, Osvald Frisk, Lars Nørvang Andersen, Christian Fischer Pedersen
In this study, we show that these two types of noise are equivalent in their effect on the utility of private neural networks, however they are not accounted for equally in the privacy budget.
no code implementations • 18 Mar 2021 • Osvald Frisk, Friedrich Dörmann, Christian Marius Lillelund, Christian Fischer Pedersen
The combination of deep neural networks and Differential Privacy has been of increasing interest in recent years, as it offers important data protection guarantees to the individuals of the training datasets used.