Web: http://arxiv.org/abs/2202.09587

April 25, 2022, 1:20 a.m. | Shiliang Zhang, Anton Hagermalm, Sanjin Slavnic

cs.CR updates on arXiv.org arxiv.org

The concept of differential privacy has widely penetrated academia and
industry, with its formal guarantee on individual privacy that leads to
compliances with privacy legislation, e.g., GDPR. However, there is a lack of
understanding on tools capable of achieving differential privacy, and it is not
clear what to expect from existing differential privacy tools when implementing
privacy protection. Such an obstacle limits private applications' further
prosperity. This paper reviews and evaluates the state-of-the-art open-source
differential privacy tools of different domains …

differential privacy privacy tools

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