Jan. 23, 2023, 2:10 a.m. | Nicolas Küchler, Emanuel Opel, Hidde Lycklama, Alexander Viand, Anwar Hithnawi

cs.CR updates on arXiv.org arxiv.org

The need for a privacy management layer in today's systems started to
manifest with the emergence of new systems for privacy-preserving analytics and
privacy compliance. As a result, we began to see many independent efforts
emerge that try to provide system support for privacy. Recently, the scope of
privacy solutions used in systems has expanded to encompass more complex
techniques such as Differential Privacy (DP). The use of these solutions in
large-scale systems imposes new challenges and requirements. Careful planning …

analytics compliance differential privacy large management manifest privacy privacy management result scale scope solutions support system systems techniques

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