Data Privacy Games
With the growing popularity of “big data”, the potential value of personal data has attracted more and more attention. Applications built on personal data can create tremendous social and economic benefits. Meanwhile, they bring serious threats to individ
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Data Privacy Games
Data Privacy Games
Lei Xu • Chunxiao Jiang • Yi Qian • Yong Ren
Data Privacy Games
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Lei Xu School of Computer Science and Technology Beijing Institute of Technology Beijing, China Yi Qian Peter Kiewit Institute 206B University of Nebraska-Lincoln Omaha, Nebraska, USA
Chunxiao Jiang Tsinghua Space Center Tsinghua University Beijing, China Yong Ren Department of Electronic Engineering Tsinghua University Beijing, China
ISBN 978-3-319-77964-5 ISBN 978-3-319-77965-2 (eBook) https://doi.org/10.1007/978-3-319-77965-2 Library of Congress Control Number: 2018936746 © Springer International Publishing AG, part of Springer Nature 2018 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Printed on acid-free paper This Springer imprint is published by the registered company Springer International Publishing AG part of Springer Nature. The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
Preface
With the growing popularity of “big data,” the potential value of personal data has attracted more and more attention. Applications built on personal data can create tremendous social and economic benefits. Meanwhile, they bring serious threats to individual privacy. The extensive collection, analysis, and transaction of personal data make it difficult for an individual to keep the privacy safe. People now show more concerns about privacy than ever before. How to make a balance between the exploitation of personal information and the protection of individual privacy has become an urgent issue. In this book, we use methodologies from economics, especially game theory, to investigate solutions to the balance issue. We investigate the strategies of stakeholders involved in the use of personal data and try to find the equilibrium. Specifically, we conduct the following studies. Considering that data mining is the core technology of b
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