书目名称 | Linking Sensitive Data | 副标题 | Methods and Techniqu | 编辑 | Peter Christen,Thilina Ranbaduge,Rainer Schnell | 视频video | http://file.papertrans.cn/587/586782/586782.mp4 | 概述 | Provides modern technical answers to the legal requirements of pseudonymisation as recommended by privacy legislation.Covers topics such as modern regulatory frameworks, concepts and algorithms for pr | 图书封面 |  | 描述 | .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 coversmethods 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 linkin | 出版日期 | Book 2020 | 关键词 | Linked Data; Semantic Web; Human and Societal Aspects of Security and Privacy; Privacy; Data Anonymizati | 版次 | 1 | doi | https://doi.org/10.1007/978-3-030-59706-1 | isbn_softcover | 978-3-030-59708-5 | isbn_ebook | 978-3-030-59706-1 | copyright | Springer Nature Switzerland AG 2020 |
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