Privacy in Dynamical Systems (Hardcover, 1st ed. 2020)

This book addresses privacy in dynamical systems, with applications to smart metering, traffic estimation, and building management. In the first part, the book explores statistical methods for privacy preservation from the areas of differential privacy and information-theoretic privacy (e.g., using privacy metrics motivated by mutual information, relative entropy, and Fisher information) with provable guarantees. In the second part, it investigates the use of homomorphic encryption for the implementation of control laws over encrypted numbers to support the development of fully secure remote estimation and control. Chiefly intended for graduate students and researchers, the book provides an essential overview of the latest developments in privacy-aware design for dynamical systems.

General

Imprint:	Springer Verlag, Singapore
Country of origin:	Singapore
Release date:	December 2019
First published:	2020
Editors:	Farhad Farokhi
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	286
Edition:	1st ed. 2020
ISBN-13:	978-981-15-0492-1
Categories:	Books > Computing & IT > Social & legal aspects of computing > Privacy & data protection Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > General
LSN:	981-15-0492-X
Barcode:	9789811504921

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