Overview of Secure Compressive Sensing

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.

Cryptosystem and Design Frameworks

It discusses how CS becomes a cryptosystem, followed by the corresponding designs and analyses.

Applications in Multimedia Data Encryption

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.

Security in Cloud Computing and IoT

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.