Web: http://arxiv.org/abs/2102.08847

April 25, 2022, 1:20 a.m. | Joerg Drechsler

cs.CR updates on arXiv.org arxiv.org

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
privacy guarantees offered by concepts such as differential privacy seems to be
the panacea enabling the agencies to quantify and control the privacy loss
incurred by any data release exactly. Nevertheless, despite the excitement in
academia and industry, most agencies -- with the prominent exception …

differential privacy government privacy

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