[PDF] Orchard: Differentially Private Analytics at Scale

6 nov 2020 · global differential privacy at scale, with a single, untrusted aggregator is used in Apple's iOS), but it is by no means the only query one might wish to ask: Differential privacy: An economic method for choosing epsilon In

For Health types, Apple uses a privacy budget with epsilon of 2 and limits user contributions to one donation per day The donations do not include health

[PDF] DP Tech Brief FINAL 10-11-2017 - Apple

10 nov 2017 · as local differential privacy to do something really exciting: gain insight For Health types, Apple uses a privacy budget with epsilon of 2 and

[PDF] Learning with Privacy at Scale - Apple

Data is privatized on the user's device using event-level differential privacy [7] in the local model where an event might be, for example, a user typing an emoji

[PDF] Differential privacy - Journal of Big Data

MAC + differential privacy User When applying differential privacy with an epsilon value of ε = 0 1, Apple has implemented differential privacy in its iOS 10

[PDF] A Case Study on Differential Privacy - DiVA

After analyzing the state-of-the-art differential privacy methods, this thesis will apples-differential-privacy-collecting-data/ query and the epsilon value 2: