Aris Kanellopoulos, Lijing Zhai, Filippos Fotiadis, Kyriakos Vamvoudakis

Control and Game Theoretic Methods for Cyber-Physical Security (eBook, ePUB)

• Format: ePub

Produktbeschreibung

Control-theoretic Methods for Cyber-Physical Security presents novel results on security and defense methodologies applied to cyber-physical systems. This book adopts the viewpoint of control and game theories, modelling these autonomous platforms as dynamical systems and proposing algorithmic frameworks that both proactively and reactively shield the system against catastrophic failures. The 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, providing algorithms that can be readily used in a variety of application domains where the systems are subject to different kinds of attacks.

• Serves as a bibliography on different aspects of security in cyber-physical systems
• Offers insights into security through innovative approaches, which amalgamate principles from diverse disciplines
• Explores unresolved challenges in the security domain, examining them through the lens of rigorous formulations from control and game theory

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Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 300
• Erscheinungstermin: 24. Mai 2024
• Englisch
• ISBN-13: 9780443154096
• Artikelnr.: 70758641

Autorenporträt

Aris Kanellopoulos received his diploma equivalent to a Master of Science in Mechanical Engineering from the National Technical University of Athens, Greece, in 2017. He studied at the Kevin T. Crofton Department of Aerospace and Ocean Engineering at Virginia Tech and was awarded a PhD in Aerospace Engineering at the Georgia Institute of Technology. In 2022 he was a Research Engineer within Professor Kyriakos G. Vamvoudakis' group. He is currently a Postdoctoral Researcher with the Division of Information Science and Engineering at the Royal Institute of Technology, Sweden.

Inhaltsangabe

1. Introduction
2. Control-theoretic intrusion detection
3. Redundancy-based defense
4. Timing Faults and Attacks
5. Adversarial Modelling
6. Future Research Directions