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Linking Sensitive Data: Methods and Techniques for Practical Privacy-Preserving Information Sharing
Hardcover
General ComputersComputer SecuritySystem Administration
ISBN13: 9783030597054
Publisher: Springer Nature
Published: Oct 18 2020
Pages: 468
Weight: 1.90
Height: 1.06 Width: 6.14 Depth: 9.21
Language: English
This book provides modern technical answers to the legal requirements of pseudonymisation as recommended by privacy legislation. It covers topics such as modern regulatory frameworks for sharing and linking sensitive information, concepts and algorithms for privacy-preserving record linkage and their computational aspects, practical considerations such as dealing with dirty and missing data, as well as privacy, risk, and performance assessment measures. Existing techniques for privacy-preserving record linkage are evaluated empirically and real-world application examples that scale to population sizes are described. The book also includes pointers to freely available software tools, benchmark data sets, and tools to generate synthetic data that can be used to test and evaluate linkage techniques.
1 different editions
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Linking Sensitive Data: Methods and Techniques for Practical Privacy-Preserving Information Sharing
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