Control-theoretic Methods for Cyber-Physical Security

Aris Kanellopoulos

• 24 mei 2024
• 9780443154096

Samenvatting:

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
• Presents technical results on our approaches to security that offer new perspectives on the topic by combining principles from a variety of disciplines
• Provides a treatment of open problems in the field of security, viewed through the prism of the rigorous formulations of control and game theory