Titlebook: Medical Data Privacy Handbook; Aris Gkoulalas-Divanis,Grigorios Loukides Book 2015 Springer International Publishing Switzerland 2015 Data

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SECRETA: A Tool for Anonymizing Relational, Transaction and RT-Datasetsuating a specific anonymization algorithm, comparing multiple anonymization algorithms, and combining algorithms for anonymizing datasets with both relational and transaction attributes. The analysis of the algorithms is performed in an interactive and progressive way, and results, including attribu

Antagonism

Putting Statistical Disclosure Control into Practice: The ARX Data Anonymization Tooluide users through different aspects of the anonymization process. ARX is not just a toolbox, but a fully-fledged application, meaning that all implemented methods have been harmonized and integrated with each other. It is well understood that balancing privacy and data utility requires user feedbac

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Utility-Constrained Electronic Health Record Data Publishing Through Generalization and Disassociatirecently proposed algorithms that follow the utility-constrained approach and are the current state-of-the-art in terms of preserving data utility. We conclude this chapter by discussing several promising directions for future research.

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