Analysis of Models for Decentralized and Collaborative AI on Blockchain
Machine learning has recently enabled large advances in artificial intelligence, but these results can be highly centralized. The large datasets required are generally proprietary; predictions are often sold on a per-query basis; and published models can
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Zhixiong Chen Laizhong Cui Balaji Palanisamy Liang-Jie Zhang (Eds.)
Blockchain – ICBC 2020 Third International Conference Held as Part of the Services Conference Federation, SCF 2020 Honolulu, HI, USA, September 18–20, 2020, Proceedings
Lecture Notes in Computer Science Founding Editors Gerhard Goos Karlsruhe Institute of Technology, Karlsruhe, Germany Juris Hartmanis Cornell University, Ithaca, NY, USA
Editorial Board Members Elisa Bertino Purdue University, West Lafayette, IN, USA Wen Gao Peking University, Beijing, China Bernhard Steffen TU Dortmund University, Dortmund, Germany Gerhard Woeginger RWTH Aachen, Aachen, Germany Moti Yung Columbia University, New York, NY, USA
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More information about this series at http://www.springer.com/series/7410
Zhixiong Chen Laizhong Cui Balaji Palanisamy Liang-Jie Zhang (Eds.) •
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Blockchain – ICBC 2020 Third International Conference Held as Part of the Services Conference Federation, SCF 2020 Honolulu, HI, USA, September 18–20, 2020 Proceedings
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Editors Zhixiong Chen Mercy College Dobbs Ferry, NY, USA Balaji Palanisamy University of Pittsburgh Pittsburgh, PA, USA
Laizhong Cui Shenzhen University Shenzhen, China Liang-Jie Zhang Kingdee International Software Group Co, Ltd. Shenzhen, China
ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Computer Science ISBN 978-3-030-59637-8 ISBN 978-3-030-59638-5 (eBook) https://doi.org/10.1007/978-3-030-59638-5 LNCS Sublibrary: SL4 – Security and Cryptology © Springer Nature Switzerland AG 2020 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, expressed 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. This Springer imprint is published by the registered company Springer Nature Switzerland AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
Preface
The International Conference on Blockchain (ICBC) aims to provide an international forum for both researchers and industry practition
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