Security and Resilience in Cyber-Physical Systems: Detection, Estimation and Control
Editat de Masoud Abbaszadeh, Ali Zemoucheen Limba Engleză Hardback – 9 aug 2022
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.
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Specificații
ISBN-13: 9783030971656
ISBN-10: 3030971651
Pagini: 379
Ilustrații: XI, 379 p. 111 illus., 83 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.72 kg
Ediția:1st ed. 2022
Editura: Springer International Publishing
Colecția Springer
Locul publicării:Cham, Switzerland
ISBN-10: 3030971651
Pagini: 379
Ilustrații: XI, 379 p. 111 illus., 83 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.72 kg
Ediția:1st ed. 2022
Editura: Springer International Publishing
Colecția Springer
Locul publicării:Cham, Switzerland
Cuprins
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.
Notă biografică
Dr. Masoud Abbaszadeh received B.Sc., M.Sc. and Ph.D. degrees from Amirkabir University of Technology, Tehran, Iran, Sharif University of Technology, Tehran, Iran, and University of Alberta, Edmonton, Alberta, Canada, in 2000, 2002, and 2008, respectively, all in Electrical and Computer Engineering. From 2001 to 2003, he was working as a Control and Automation Engineer in automotive manufacturing. From 2008 to 2011, he was with Maplesoft, Waterloo, Ontario, Canada, as a Research Engineer. He was the principal developer of the MapleSim Control Design Toolbox and was a member of a research team working on the Maplesoft-Toyota joint projects. From 2011 to 2013, he was a Senior Research Engineer at United Technologies Research Center, East Hartford, CT, USA, working on advanced control systems, and complex systems modeling and simulation. Since 2013 he has been with GE Research Center, Niskayuna, NY, USA, where he is currently a Principal Research Engineer. His researchinterests include estimation and detection theory, robust and nonlinear control, and machine learning with applications in cyber-physical security & resilience and autonomous systems. Dr. Abbaszadeh has been the recipient of multiple awards including 2018 GE Dushman Award (highest award at GE R&D), 2020 GE Research Controls & Optimization Innovation Award and 2020 GE Research Technology Award. He has over 110 peer-reviewed papers, 7 book chapters, and holds 25 issued US patents, with more than 30 additional patents pending. Dr. Abbaszadeh is an Associate Editor of IEEE Transactions on Control Systems Technology, and a member of IEEE CSS Conference Editorial Board. He has also held an Adjunct Professor position at the Department of Electrical, Computer and Systems Engineering at Rensselaer Polytechnic Institute, NY, USA.
Dr Ali Zemouche received his Ph.D. degree in automatic control in 2007, from the University Louis Pasteur, where he a held post-doctorate position from October 2007 to August 2008. Following this, he held several academic positions, including as Associate Professor in the Centre de Recherche en Automatique de Nancy at Université de Lorraine, and at Inria - Saclay (EPI DISCO). His research activities include nonlinear systems, state observers, observer-based control, time-delay systems, robust control, learning-based methods, and application to real-world models. Dr Zemouche is currently Associate Editor for leading international journals including SIAM Journal of Control and Optimization, Automatica, IEEE Transactions on Automatic Control, IEEE Systems Journal, and European Journal of Control. He has over 150 peer-reviewed publications including 7 book chapters. He is also a member of the Conference Editorial Board of IEEE Control Systems Society and IFAC TC2.3 (Non-Linear Control Systems).
Dr Ali Zemouche received his Ph.D. degree in automatic control in 2007, from the University Louis Pasteur, where he a held post-doctorate position from October 2007 to August 2008. Following this, he held several academic positions, including as Associate Professor in the Centre de Recherche en Automatique de Nancy at Université de Lorraine, and at Inria - Saclay (EPI DISCO). His research activities include nonlinear systems, state observers, observer-based control, time-delay systems, robust control, learning-based methods, and application to real-world models. Dr Zemouche is currently Associate Editor for leading international journals including SIAM Journal of Control and Optimization, Automatica, IEEE Transactions on Automatic Control, IEEE Systems Journal, and European Journal of Control. He has over 150 peer-reviewed publications including 7 book chapters. He is also a member of the Conference Editorial Board of IEEE Control Systems Society and IFAC TC2.3 (Non-Linear Control Systems).
Textul de pe ultima copertă
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.
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.
Caracteristici
Provides a comprehensive discussion of advances in cyber-physical security and resilience Presents innovative AI-based control and estimation techniques for cyberattack detection and mitigation Showcases significant application areas, such as wireless communication networks and power generation