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Privacy in Dynamical Systems

Engelsk Paperback

Privacy in Dynamical Systems

Engelsk Paperback
Tjek vores konkurrenters priser

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.

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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.

Produktdetaljer
Sprog: Engelsk
Sider: 286
ISBN-13: 9789811504952
Indbinding: Paperback
Udgave:
ISBN-10: 9811504954
Udg. Dato: 18 jan 2021
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Verlag, Singapore
Oplagsdato: 18 jan 2021
Forfatter(e):
Forfatter(e)


Kategori Kybernetik og systemteori


ISBN-13 9789811504952


Sprog Engelsk


Indbinding Paperback


Sider 286


Udgave


Længde 0mm


Bredde 155mm


Højde 235mm


Udg. Dato 18 jan 2021


Oplagsdato 18 jan 2021


Forlag Springer Verlag, Singapore

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