Differential privacy

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Abstract

Statistical databases store the data of a large number of individuals, and data analysts are allowed to pose statistical queries about those data. Typical queries include average values, total counting, or the percentage of the entries that satisfy a given property.

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Alvim, M. S., Chatzikokolakis, K., McIver, A., Morgan, C., Palamidessi, C., & Smith, G. (2020). Differential privacy. In Information Security and Cryptography (pp. 433–444). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-319-96131-6_23

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