EAN: 9789811322785

SPRINGERBRIEFS IN ELECTRICAL AND COMPUTER ENGIN...

The objective of this book is to provide the reader with a comprehensive survey of the topic
compressed sensing in information retrieval and signal detection with privacy preserving
functionality without compromising the performance of the embedding in terms of accuracy or
computational efficiency. The reader is guided in exploring the topic by first establishing a
shared knowledge about compressed sensing and how it is used nowadays. Then  clear models and
definitions for its use as a cryptosystem and a privacy-preserving embedding are laid down 
before tackling state-of-the-art results for both applications. The reader will conclude the
book having learned that the current results in terms of security of compressed techniques
allow it to be a very promising solution to many practical problems of interest. The book
caters to a broad audience among researchers  scientists  or engineers with very diverse
backgrounds  having interests in security  cryptography and privacy in information retrieval
systems. Accompanying software is made available on the authors' website to reproduce the
experiments and techniques presented in the book. The only background required to the reader is
a good knowledge of linear algebra  probability and information theory.

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