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Control and Game Theoretic Methods for Cyber-Physical Security

1st Edition - June 1, 2024

Authors: Aris Kanellopoulos, Lijing Zhai, Filippos Fotiadis, Kyriakos Vamvoudakis

Paperback ISBN:
9 7 8 - 0 - 4 4 3 - 1 5 4 0 8 - 9
eBook ISBN:
9 7 8 - 0 - 4 4 3 - 1 5 4 0 9 - 6

Control-theoretic Methods for Cyber-Physical Security presents novel results on security and defense methodologies applied to cyber-physical systems. The book adopts the viewpoint… Read more

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Control-theoretic Methods for Cyber-Physical Security presents novel results on security and defense methodologies applied to cyber-physical systems. The book adopts the viewpoint of control and game theories, modeling these autonomous platforms as dynamical systems and proposing algorithmic frameworks that both proactively and reactively shield the systems against catastrophic failures. Algorithms presented employ model-based and data-driven techniques to security, ranging from model-free detection mechanisms to unpredictability-based defense approaches. This book will be a reference to the research community in identifying approaches to security that go beyond robustification techniques and give attention to the tight interplay between the physical and digital devices of the system. Algorithms that can be readily used in a variety of application domains where systems are subject to different kinds of attacks are also included.