Data Privacy: Principles and Practice

The book covers data privacy in depth with respect to data mining, test data management, synthetic data generation etc.It formalizes principles of data privacy that are essential for good anonymization design based on the data format and discipline. The principles outline best practices and reflect on the conflicting relationship between privacy and utility. From a practice standpoint, it provides practitioners and researchers with a definitive guide to approach anonymization of various data formats, including multidimensional, longitudinal, time-series, transaction, and graph data. In addition to helping CIOs protect confidential data, it also offers a guideline as to how this can be implemented for a wide range of data at the enterprise level. Additional ISBNs 1498721044, 1315370913, 9781498721042, 9781315370910Data Privacy: Principles and Practice 1st Edition is written by Nataraj Venkataramanan; Ashwin Shriram and published by Chapman & Hall. ISBNs for Data Privacy are 9781498721059, 1498721052 and the print ISBNs are 9781498721042, 1498721044. Additional ISBNs include 1498721044, 1315370913, 9781498721042, 9781315370910.