Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Database Anonymization: Privacy Models, Data Utility, and Microaggregation-based Inter-model Connections

Buy

The current social and economic context increasingly demands open data to improve scientific research and decision making. 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); we also explore the links between anonymization methods and privacy models (how anonymization methods can be used to enforce privacy models and thereby offer ex ante privacy guarantees). These latter topics are relevant to researchers and advanced practitioners, who will gain a deeper understanding on the available data anonymization solutions and the privacy guarantees they can offer.

(HTML tags aren't allowed.)

Building Information Modeling (McGraw-Hill Construction Series)
Building Information Modeling (McGraw-Hill Construction Series)
This book on Building Information Modeling (BIM) was inspired by the observation that interest in the subject is rapidly growing in popularity. It is easy to miss the breadth and potential of this “revolutionary” process due to its inherent nature. Yes, the process is revolutionary in its anticipated effects on the construction...
Data Mining Using SAS Enterprise Miner (Wiley Series in Computational Statistics)
Data Mining Using SAS Enterprise Miner (Wiley Series in Computational Statistics)
Data Mining Using SAS Enterprise Miner introduces the readers to data mining using SAS Enterprise Miner v4. This book will reveal the power and ease of use of the powerful new module in SAS that will introduce the readers to the various configuration settings and subsequent results that are generated from the various nodes in Enterprise Miner that...
.Mac with iWeb, Second Edition (Visual QuickStart Guide)
.Mac with iWeb, Second Edition (Visual QuickStart Guide)
Need to learn what’s new in .Mac fast? Try a Visual QuickStart!

This best-selling reference’s visual format and step-by-step, task-based instructions will have you up and running with .Mac in no time. In this completely updated edition of our best-selling guide to .Mac leading software application expert
...

OpenProj: The OpenSource Solution for Managing Your Projects
OpenProj: The OpenSource Solution for Managing Your Projects
If you’re looking for a book to teach you everything about the art and science of project management, put this one right down and back away slowly. This book does not endeavor to help you learn to become a professional project manager. For that, buy a project management how-to book over in the business books section.

If
...
Hadoop MapReduce v2 Cookbook Second Edition
Hadoop MapReduce v2 Cookbook Second Edition

Explore the Hadoop MapReduce v2 ecosystem to gain insights from very large datasets

About This Book

  • Process large and complex datasets using next generation Hadoop
  • Install, configure, and administer MapReduce programs and learn what's new in MapReduce v2
  • More than 90...
Preventing Good People From Doing Bad Things: Implementing Least Privilege
Preventing Good People From Doing Bad Things: Implementing Least Privilege

In today’s turbulent technological environment, it’s becoming increasingly crucial for companies to know about the principle of least privilege. These organizations often have the best security software money can buy, with equally developed policies with which to execute them, but they fail to take into...

©2021 LearnIT (support@pdfchm.net) - Privacy Policy