Privacy Preservation in Distributed Systems: Algorithms and Applications

by Ping Zhao, Guanglin Zhang, Anqi Zhang

This book provides a discussion of privacy in the following three parts: Privacy Issues in Data Aggregation; Privacy Issues in Indoor Localization; and Privacy-Preserving Offloading in MEC. In Part 1, the book proposes LocMIA, which shifts from membership inference attacks against aggregated location data to a binary classification problem, synthesizing privacy preserving traces by enhancing the plausibility of synthetic traces with social networks...

• Format: Hardcover
• Language: English
• ISBN: 3031580125
• ISBN13: 9783031580123
• Release Date: May 2024
• Publisher: Springer
• Length: 256 Pages
• Weight: 1.23 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"