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Control and Game Theoretic Methods for Cyber-Physical Security: Emerging Methodologies and Applications in Modelling, Identification and Control

Autor Aris Kanellopoulos, Lijing Zhai, Filippos Fotiadis, Kyriakos Vamvoudakis
en Limba Engleză Paperback – 30 mai 2024
Control-Theoretic Methods for Cyber-Physical Security presents novel results on security and defense methodologies applied to cyber-physical systems. This book takes a control and game theory perspective, treating autonomous platforms as dynamic systems. It introduces algorithmic frameworks designed to proactively and reactively safeguard these systems against catastrophic failures. The algorithms showcased encompass a wide spectrum of security techniques, from model-free detection mechanisms to unpredictability-based defense strategies, combining both model-based and data-driven approaches.

  • 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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Specificații

ISBN-13: 9780443154089
ISBN-10: 0443154082
Pagini: 198
Dimensiuni: 152 x 229 mm
Editura: ELSEVIER SCIENCE
Seria Emerging Methodologies and Applications in Modelling, Identification and Control


Cuprins

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