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View all- Castro JGentile CSpagnolo-Arrizabalaga E(2022)An Optimization-Based Decomposition Heuristic for the Microaggregation ProblemPrivacy in Statistical Databases10.1007/978-3-031-13945-1_1(3-14)Online publication date: 21-Sep-2022
Microaggregation is a technique for disclosure limitation aimed at protecting the privacy of data subjects in microdata releases. It has been used as an alternative to generalization and suppression to generate k-anonymous data sets, where the identity of ...
Data protection methods from privacy preserving data mining and statistical disclosure control can introduce perturbation in the data. While this perturbation helps to protect the privacy of the respondents, it can introduce inconsistencies and errors. ...
Microaggregation is a family of methods for statistical disclosure control (SDC) of microdata (records on individuals and/or companies), that is, for masking microdata so that they can be released without disclosing private information on the underlying ...
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