Control and Game Theoretic Methods for Cyber-Physical Security (Emerging Methodologies and Applications in Modelling, Identification and Control)
Aris Kanellopoulos, Lijing Zhai, Filippos Fotiadis, Kyriakos Vamvoudakis, B0D5CNFZD6, 0443154082, 0443154090, 9780443154089, 978-0443154089, 978-0-443-15408-9, 9780443154096, 978-0443154096
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