Inference Control in Statistical Databases
From Theory to Practice
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Beschreibung
Inference control in statistical databases, also known as statistical disclosure limitation or statistical confidentiality, is about finding tradeoffs to the tension between the increasing societal need for accurate statistical data and the legal and ethical obligation to protect privacy of individuals and enterprises which are the source of data for producing statistics. Techniques used by intruders to make inferences compromising privacy increasingly draw on data mining, record linkage, knowledge discovery, and data analysis and thus statistical inference control becomes an integral part of computer science.
This coherent state-of-the-art survey presents some of the most recent work in the field. The papers presented together with an introduction are organized in topical sections on tabular data protection, microdata protection, and software and user case studies.
Includes supplementary material: sn.pub/extras
Autor*in
Josep Domingo-Ferrer
Themen in »Inference Control in Statistical Databases«
computer computer science data analysis data mining database knowledge discovery privacy statistics