Data Privacy: Foundations, New Developments and the Big Data Challenge

• Main Author: Torra, Vicenç (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Studies in Big Data, 28
• Subjects: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).

This book offers a broad, cohesive overview of the field of data privacy. It discusses, from a technological perspective, the problems and solutions of the three main communities working on data privacy: statistical disclosure control (those with a statistical background), privacy-preserving data mi...

Table of Contents:

• Introduction
• Machine and Statistical Learning
• On the Classification of Protection Procedures
• User’s privacy
• Privacy Models and Disclosure Risk Measures
• Masking methods
• Information loss: evaluation and measures
• Selection of masking methods
• Conclusions.