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Secure compressive sensing in multimedia data, cloud computing and IoT

book
posted on 2019-01-01, 00:00 authored by Yushu Zhang, Yong XiangYong Xiang, Zhang Leo Yu
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.

History

Series

SpringerBriefs in electrical and computer engineering

Publisher

Springer

Place of publication

Singapore

ISBN-13

9789811325236

ISBN-10

9811325235

Language

eng

Publication classification

A1 Books - authored - research

Copyright notice

2019, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

Number of chapters

6