Książka Privacy Preservation in Distributed Systems Guanglin Zhang

Privacy Preservation in Distributed Systems

Algorithms and Applications

Język: Angielski
Oprawa: Twarda
Wydawca: Springer, Berlin
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
639.94
This book provides a discussion of privacy in the following three parts: Privacy Issues in Data Aggr...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2024
strony
250
EAN
9783031580123
Enbook ID
45246285
Waga
520
Wymiary
155 x 235

Pełny opis

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. In Part 2, the book highlights Indoor Localization to propose a lightweight scheme that can protect both location privacy and data privacy of LS. In Part 3, it investigates the tradeoff between computation rate and privacy protection for task offloading a multi-user MEC system, and verifies that the proposed load balancing strategy improves the computing service capability of the MEC system. In summary, all the algorithms discussed in this book are of great significance in demonstrating the importance of privacy.

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