Introduction to Privacy-Preserving Data Publishing: Concepts and Techniques

While there are numerous books available on privacy issues in data mining, very few look at the issues surrounding privacy in the publishing of data. This book provides the methods and tools for publishing useful information while preserving data privacy. It presents a comprehensive review of the literature in privacy-preserving data publishing (PPDP), clarifying the differences between PPDP and other related research areas, discusses the assumptions and desirable properties for PPDP, and studies challenges in practical data publishing. It systematically summarizes and evaluates different approaches to PPDP and covers extended applications and future trends.