Database Anonymization: Privacy Models, Data Utility, And Microaggregation-based Inter-model Connections

 ( Book Product ) 

The current social and economic context increasingly demands open data to improve scientific research and decision making

• Database Anonymization: Privacy Models, Data Utility, And Microaggregation-based Inter-model Connections available on February 01 2016 from VitalSource for itemprop="offers" target="_external" title="" itemscope itemtype="http://schema.org/Offer">36.0
  
• ISBN bar code 9781627058445 ξ1 registered February 01 2016
  
• Product category is Book

• Sku # 9781627058445
  

However, when published data refer to individual respondents, disclosure risk limitation techniques must be implemented to anonymize the data and guarantee by design the fundamental right to privacy of the subjects the data refer to. Disclosure risk limitation has a long record in the statistical and computer science research communities, who have developed a variety of privacy-preserving solutions for data releases. This Synthesis Lecture provides a comprehensive overview of the fundamentals of privacy in data releases focusing on the computer science perspective. Specifically, we detail the privacy models, anonymization methods, and utility and risk metrics that have been proposed so far in the literature. Besides, as a more advanced topic, we identify and discuss in detail connections between several privacy models (i.e., how to accumulate the privacy guarantees they offer to achieve more robust protection and when such guarantees are equivalent or complementary)

^ Database Anonymization: Privacy Models, Data Utility, And Microaggregation-based Inter-model Connections VitalSource. ISBN 9781627058445 (revised Feb 2016)