Cross Layer Design for Secure and Resilient Cyber Physical Systems A Decision and Game Theoretic Approach 1st edition by Quanyan Zhu, Zhiheng Xu 3030602516 9783030602512

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ISBN-10 :  3030602516 

ISBN-13 :  9783030602512

Author :   Quanyan Zhu, Zhiheng Xu 

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.

Cross-Layer Design for Secure & Resilient Cyber-Physical Systems A Decision & Game Theoretic Approach 1st Table of contents:

Part I. Motivation and Framework
1. Introduction
2. Cross-Layer Framework for CPSs
Part II. Secure Outsourcing Computations of CPS
3. New Architecture: Cloud-Enabled CPS
4. Secure and Resilient Design of Could-Enabled CPS
5. Secure Data Assimilation of Cloud Sensor Networks
Part III. Game-Theoretic Approach for CPS
6. Review of Game Theory
7. A Game-Theoretic Approach to Secure Control of 3D Printers
8. A Game Framework to Secure Control of CBTC Systems
9. Secure Estimation of CPS with a Digital Twin
10. Introduction to Partially Observed MDPs
11. Secure and Resilient Control of ROSs
Part IV. Discussion of the Future Work
12. Future Work in Security Design of CPSs

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