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Secure Compressive Sensing in Multimedia Data, Cloud Computing and IoT

  • Yushu Zhang
  • Yong Xiang
  • Leo Yu Zhang

Part of the SpringerBriefs in Electrical and Computer Engineering book series (BRIEFSELECTRIC)

Also part of the SpringerBriefs in Signal Processing book sub series (BRIEFSSIGNAL)

Table of contents

  1. Front Matter
    Pages i-xii
  2. Yushu Zhang, Yong Xiang, Leo Yu Zhang
    Pages 1-9
  3. Yushu Zhang, Yong Xiang, Leo Yu Zhang
    Pages 11-14
  4. Yushu Zhang, Yong Xiang, Leo Yu Zhang
    Pages 15-62
  5. Yushu Zhang, Yong Xiang, Leo Yu Zhang
    Pages 63-82
  6. Yushu Zhang, Yong Xiang, Leo Yu Zhang
    Pages 83-112
  7. Yushu Zhang, Yong Xiang, Leo Yu Zhang
    Pages 113-115

About this book

Introduction

This book gives a comprehensive and systematic review of secure compressive sensing (CS) for applications in various fields such as image processing, pattern recognition, Internet of things (IoT), and cloud computing. It will help readers grasp the knowledge of secure CS and its applications, and stimulate more readers to work on the research and development of secure CS. It discusses how CS becomes a cryptosystem, followed by the corresponding designs and analyses. The application of CS in multimedia data encryption is presented, in which the general design framework is given together with several particular frameworks including parallel CS, involvement of image processing techniques, and double protection mechanism. It also describes the applications of CS in cloud computing security and IoT security, i.e., privacy-preserving reconstruction in cloud computing and secure low-cost sampling in IoT, respectively.

Keywords

Secure Compressive Sensing Compressive Sensing Cryptosystem Multimedia Data Encryption Cloud Computing Security Internet of Things Security Secure Sparse Robustness Privacy-Preserving Compressive Sensing Reconstruction Secure Data Storage Double Protection Mechanism

Authors and affiliations

  • Yushu Zhang
    • 1
  • Yong Xiang
    • 2
  • Leo Yu Zhang
    • 3
  1. 1.School of Information TechnologyDeakin UniversityBurwood, MelbourneAustralia
  2. 2.School of Information TechnologyDeakin UniversityBurwood, MelbourneAustralia
  3. 3.School of Information TechnologyDeakin UniversityBurwood, MelbourneAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-13-2523-6
  • Copyright Information The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2019
  • Publisher Name Springer, Singapore
  • eBook Packages Engineering
  • Print ISBN 978-981-13-2522-9
  • Online ISBN 978-981-13-2523-6
  • Series Print ISSN 2191-8112
  • Series Online ISSN 2191-8120
  • Buy this book on publisher's site
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