Preserving Privacy Against Side-Channel Leaks From Data Publishing to Web Applications
tarafından
Liu, Wen Ming. author.
Başlık
:
Preserving Privacy Against Side-Channel Leaks From Data Publishing to Web Applications
Yazar
:
Liu, Wen Ming. author.
ISBN
:
9783319426440
Yazar
:
Liu, Wen Ming. author.
Fiziksel Niteleme
:
XIII, 142 p. 19 illus., 1 illus. in color. online resource.
Seri
:
Advances in Information Security, 68
İçindekiler
:
Introduction -- Related Work -- Data Publishing: Trading off Privacy with Utility through the k-Jump Strategy -- Data Publishing: A Two-Stage Approach to Improving Algorithm Efficiency -- Web Applications: k-Indistinguishable Traffic Padding -- Web Applications: Background-Knowledge Resistant Random Padding -- Smart Metering: Inferences of Appliance Status from Fine-Grained Readings -- The Big Picture: A Generic Model of Side-Channel Leaks -- Conclusion.
Özet
:
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.
Konu Başlığı
:
Computer science.
Computer communication systems.
Computer security.
Data encryption (Computer science).
Computers.
Systems and Data Security.
Data Encryption.
Information Systems and Communication Service.
Computer Communication Networks.
Yazar Ek Girişi
:
Wang, Lingyu.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 18217-1001 | QA76.9 .A25 | Springer E-Book Collection |