Preserving Privacy Against Side-Channel Leaks (Innbundet)

From Data Publishing to Web Applications

Serie: Advances in Information Security 68



Forfatter: og
Innbinding: Innbundet
Utgivelsesår: 2016
Antall sider: 142
Forlag: Springer International Publishing AG
Språk: Engelsk
Serienummer: 68
ISBN/EAN: 9783319426426
Omtale Preserving Privacy Against Side-Channel Leaks
This book offers a novel approach to data privacy by unifying side-channel attacks within a general conceptual framework. This book then applies the framework in three concrete domains. First, the book examines privacy-preserving data publishing with publicly-known algorithms, studying a generic strategy independent of data utility measures and syntactic privacy properties before discussing an extended approach to improve the efficiency. Next, the book explores privacy-preserving traffic padding in Web applications, first via a model to quantify privacy and cost and then by introducing randomness to provide background knowledge-resistant privacy guarantee. Finally, the book considers privacy-preserving smart metering by proposing a light-weight approach to simultaneously preserving users' privacy and ensuring billing accuracy. Designed for researchers and professionals, this book is also suitable for advanced-level students interested in privacy, algorithms, or web applications.

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