Security and Resilience in Cyber-Physical Systems Detection, Estimation and Control / [electronic resource] :
edited by Masoud Abbaszadeh, Ali Zemouche.
- 1st ed. 2022.
- 1 online resource
Chapter 1. Introduction to Cyber-Physical Security and Resilience -- Chapter 2. Fundamental Stealthiness-Distortion Tradeoffs in Cyber-Physical Systems -- Chapter 3. Predictive Situation Awareness and Anomaly Forecasting in Cyber-Physical Systems -- Chapter 4. Resilient Observer Design for Cyber-Physical Systems with Data-Driven Measurement Pruning -- Chapter 5. Framework for Detecting APTs Based on Steps Analysis and Correlation -- Chapter 6. Resilient State Estimation and Attack Mitigation in Cyber-Physical Systems -- Chapter 7. Secure Estimation under Model Uncertainty -- Chapter 8. Resilient Control of Nonlinear Cyber-Physical Systems: Higher Order Sliding Mode Differentiation and Sparse Recovery-based Approaches -- Chapter 9. Resilient Cooperative Control of Input Constrained Networked Cyber-Physical Systems -- Chapter 10. Optimal Subsystem Decomposition and Resilient Distributed State -- Chapter 11. Cyber Attack Detection for a Crude Oil Distillation Column -- Chapter 12. A Resilient Nonlinear Observer for Light-Emitting Diode Optical Wireless Communication under Actuator Fault and Noise Jamming -- Index.
This book discusses the latest advances in cyber-physical security and resilience of cyber-physical systems, including cyber-attack detection, isolation, situation awareness, resilient estimation and resilient control under attack. It presents both theoretical results and important applications of the methods. Security and Resilience in Cyber-Physical Systems begins by introducing the topic of cyber-physical security, covering state-of-the-art trends in both theory and applications, as well as some of the emerging methodologies and future directions for research. It then moves on to detail theoretical methods of attack detection, resilient estimation and control within cyber-physical systems, before discussing their various applications, such as power generation and distribution, autonomous systems, wireless communication networks and chemical plants. Focusing on the detection of and accommodation to cyber-attacks on cyber-physical systems, and including both estimation and artificial-intelligence-based methods, this book will be of interest to researchers, engineers and graduate students within the fields of cyber-physical security and resilient control.