Titlebook: Data Privacy: Foundations, New Developments and the Big Data Challenge; Vicen? Torra Book 2017 Springer International Publishing AG 2017 B

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Challenges and Initial ApproachesA fundamental issue in order to define effective methods for ensuring confidentiality is to define privacy models as well as measures for disclosure risk assessment. In this chapter we review the main models and measures.

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Challenges and Initial ApproachesMasking methods modify databases in order to avoid disclosure. This causes some information loss that can be quantified. In this chapter we discuss different alternatives to evaluate in what extent relevant information is lost. We give an overview of generic and specific information loss measures.

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