Linking Sensitive Data

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  • Publisher : Unknown
  • Release : 19 August 2022
  • ISBN : 9783030597061
  • Page : 476 pages
  • Rating : 4.5/5 from 103 voters

Linking Sensitive Data Book PDF summary

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. This book consists of fourteen chapters grouped into four parts, and two appendices. The first part introduces the reader to the topic of linking sensitive data, the second part covers methods and techniques to link such data, the third part discusses aspects of practical importance, and the fourth part provides an outlook of future challenges and open research problems relevant to linking sensitive databases. The appendices provide pointers and describe freely available, open-source software systems that allow the linkage of sensitive data, and provide further details about the evaluations presented. A companion Web site at https://dmm.anu.edu.au/lsdbook2020 provides additional material and Python programs used in the book. This book is mainly written for applied scientists, researchers, and advanced practitioners in governments, industry, and universities who are concerned with developing, implementing, and deploying systems and tools to share sensitive information in administrative, commercial, or medical databases. The Book describes how linkage methods work and how to evaluate their performance. It covers all the major concepts and methods and also discusses practical matters such as computational efficiency, which are critical if the methods are to be used in practice - and it does all this in a highly accessible way! David J. Hand, Imperial College, London.

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Linking Sensitive Data

Linking Sensitive Data
  • Author : Peter Christen,Thilina Ranbaduge,Rainer Schnell
  • Publisher : Unknown
  • Release Date : 2020
  • ISBN : 9783030597061
DOWNLOAD BOOKLinking Sensitive Data

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

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  • Publisher : Springer Science & Business Media
  • Release Date : 2012-07-04
  • ISBN : 9783642311642
DOWNLOAD BOOKData Matching

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  • Publisher : Springer Science & Business Media
  • Release Date : 2008-03-18
  • ISBN : 9783540784777
DOWNLOAD BOOKPrivacy, Security, and Trust in KDD

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  • Publisher : Unknown
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  • ISBN : UCR:31210015720749
DOWNLOAD BOOKComputer Matching and Privacy Protection Act of 1987

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  • Publisher : Springer
  • Release Date : 2016-01-04
  • ISBN : 9783319277073
DOWNLOAD BOOKBiomedical Engineering Systems and Technologies

This book constitutes the thoroughly refereed post-conference proceedings of the 8th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2015, held in Lisbon, Portugal, in January 2015. The 27 revised full papers presented together with an invited paper were carefully reviewed and selected from a total of 375 submissions. The papers cover a wide range of topics and are organized in four general topical sections on biomedical electronics and devices; bioimaging; bioinformatics models, methods and algorithms; bio-inspired systems and signal processing; health

Methodological Developments in Data Linkage

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  • Publisher : John Wiley & Sons
  • Release Date : 2015-12-14
  • ISBN : 9781118745878
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  • Publisher : Springer Nature
  • Release Date : 2021-05-07
  • ISBN : 9783030757656
DOWNLOAD BOOKAdvances in Knowledge Discovery and Data Mining

The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021. The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions. They were organized in topical sections as follows: Part I: Applications of knowledge discovery and data mining of specialized data; Part II: Classical data mining; data mining theory and principles; recommender systems; and text analytics; Part

International Review of Research in Mental Retardation

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  • Author : Anonim
  • Publisher : Elsevier
  • Release Date : 2011-09-02
  • ISBN : 9780080469027
DOWNLOAD BOOKInternational Review of Research in Mental Retardation

International Review of Research in Mental Retardation is an ongoing scholarly look at research into the causes, effects, classification systems, syndromes, etc. of mental retardation. Contributors come from wide-ranging perspectives, including genetics, psychology, education, and other health and behavioral sciences. International Review of Research in Mental Retardation is now available online at ScienceDirect — full-text online of volumes 23 onwards. Elsevier book series on ScienceDirect gives multiple users throughout an institution simultaneous online access to an important compliment to primary research. Digital