Compressed Sensing for Privacy-Preserving Data Processing

Compressed Sensing for Privacy-Preserving Data Processing

Matteo Testa , Diego Valsesia , Tiziano Bianchi
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Sep 11, 2018 · English · Paperback (99 pages)
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Book Details

Format Paperback
Pages 99
Language English
Published Sep 11, 2018
Publisher Springer
ISBN-10 9811322783
ISBN-13 9789811322785

Description

This book delves into the innovative field of compressed sensing, focusing on its applications in privacy-preserving data processing. It provides a thorough exploration of the techniques and methodologies that leverage compressed sensing to enhance data privacy, making it a vital resource for researchers and practitioners alike.

By presenting a wide array of case studies and theoretical frameworks, the authors effectively illustrate how compressed sensing can be employed to minimize data exposure while maintaining essential information. The integration of privacy concepts with advanced signal processing strategies offers a unique perspective that underscores the importance of safeguarding personal data in the digital era.

With insights drawn from leading experts, the book fosters a deeper understanding of the intersections between compression techniques and privacy protection. Readers will gain valuable knowledge on how to implement these strategies in real-world applications, positioning them at the forefront of a rapidly evolving landscape.
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