Authors:
- Presents the emerging topic Cyber-Physical System Security and Resilience (includes case studies)
- Covers interdisciplinary methods that bridge over control theory, game theory, cryptography, and decision theory to provide a theoretical foundation for cyber-physical system security and resilience
- Introduces a cross-layer approach that interconnects the cyber layer issues together with physical layer ones and gives a holistic and integrated cyber-physical security solution
- Provides up-to-date cross-domain applications to illustrate the design concepts of secure and resilient cyber-physical systems including 3D printing, cloud-enabled control systems, and Communications-based train control (CBTC) systems
Part of the book series: Advances in Information Security (ADIS, volume 81)
Buy it now
Buying options
Tax calculation will be finalised at checkout
Other ways to access
This is a preview of subscription content, log in via an institution to check for access.
Table of contents (12 chapters)
-
Front Matter
-
Motivation and Framework
-
Front Matter
-
-
Secure Outsourcing Computations of CPS
-
Front Matter
-
-
Game-Theoretic Approach for CPS
-
Front Matter
-
-
Discussion of the Future Work
-
Front Matter
-
-
Back Matter
About this book
This book introduces a cross-layer design to achieve security and resilience for CPSs (Cyber-Physical Systems). The authors interconnect various technical tools and methods to capture the different properties between cyber and physical layers. Part II of this book bridges the gap between cryptography and control-theoretic tools. It develops a bespoke crypto-control framework to address security and resiliency in control and estimation problems where the outsourcing of computations is possible. Part III of this book bridges the gap between game theory and control theory and develops interdependent impact-aware security defense strategies and cyber-aware resilient control strategies.
With the rapid development of smart cities, there is a growing need to integrate the physical systems, ranging from large-scale infrastructures to small embedded systems, with networked communications. The integration of the physical and cyber systems forms Cyber-Physical Systems (CPSs), enabling the use of digital information and control technologies to improve the monitoring, operation, and planning of the systems. Despite these advantages, they are vulnerable to cyber-physical attacks, which aim to damage the physical layer through the cyber network.
This book also uses case studies from autonomous systems, communication-based train control systems, cyber manufacturing, and robotic systems to illustrate the proposed methodologies. These case studies aim to motivate readers to adopt a cross-layer system perspective toward security and resilience issues of large and complex systems and develop domain-specific solutions to address CPS challenges.
Keywords
- Cyber-Physical Systems
- Game Theory
- Control Theory
- Cross-Layer Design
- Artificial Intelligence
- Markov Decision Process
- Smart Cities
- Security and Resilience
- Decision Theory
- Cybersecurity
- Cyber manufacturing
- Cloud Robotics
- Cloud Computing
- Internet of Things
- Cross-Layer Design
- Digital Twins
- Proactive Defense
Authors and Affiliations
-
Electrical and Computer Engineering, New York University, New York, USA
Quanyan Zhu, Zhiheng Xu
About the authors
Zhiheng Xu received his Ph.D. degree in Electrical Engineering from New York University in 2018. After his Ph.D. graduation, he went to Nanyang Technological University, Singapore, working as Research Fellow for two years. Currently, he works as a senior robotics software engineer at the Department of Intelligent Machines, Dyson Company. His research interests include cyber-physical security, artificial intelligence, reinforcement learning, intelligent decision making, and game theory
Bibliographic Information
Book Title: Cross-Layer Design for Secure and Resilient Cyber-Physical Systems
Book Subtitle: A Decision and Game Theoretic Approach
Authors: Quanyan Zhu, Zhiheng Xu
Series Title: Advances in Information Security
DOI: https://doi.org/10.1007/978-3-030-60251-2
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2020
Hardcover ISBN: 978-3-030-60250-5Published: 17 November 2020
Softcover ISBN: 978-3-030-60253-6Published: 17 November 2021
eBook ISBN: 978-3-030-60251-2Published: 16 November 2020
Series ISSN: 1568-2633
Series E-ISSN: 2512-2193
Edition Number: 1
Number of Pages: XVII, 212
Topics: Mobile and Network Security, Principles and Models of Security, Cyber-physical systems, IoT, Systems Theory, Control, Game Theory, Economics, Social and Behav. Sciences