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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.
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