Diagnosability Security and Safety of Hybrid Dynamic and Cyber Physical Systems 1st edition by Moamar Sayed Mouchaweh ISBN 3319749617 978-3319749617

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ISBN 10: 3319749617
ISBN 13:  978-3319749617
Author: Moamar Sayed Mouchaweh

Cyber-physical systems (CPS) are characterized as a combination of physical (physical plant, process, network) and cyber (software, algorithm, computation) components whose operations are monitored, controlled, coordinated, and integrated by a computing and communicating core. The interaction between both physical and cyber components requires tools allowing analyzing and modeling both the discrete and continuous dynamics. Therefore, many CPS can be modeled as hybrid dynamic systems in order to take into account both discrete and continuous behaviors as well as the interactions between them. Guaranteeing the security and safety of CPS is a challenging task because of the inherent interconnected and heterogeneous combination of behaviors (cyber/physical, discrete/continuous) in these systems. This book presents recent and advanced approaches and tech-niques that address the complex problem of analyzing the diagnosability property of cyber physical systems and ensuring their securityand safety against faults and attacks. The CPS are modeled as hybrid dynamic systems using different model-based and data-driven approaches in different application domains (electric transmission networks, wireless communication networks, intrusions in industrial control systems, intrusions in production systems, wind farms etc.). These approaches handle the problem of ensuring the security of CPS in presence of attacks and verifying their diagnosability in presence of different kinds of uncertainty (uncertainty related to the event occurrences, to their order of occurrence, to their value etc.)

Diagnosability, Security and Safety of Hybrid Dynamic and Cyber-Physical Systems 1st Table of contents:

Preface

• Introduction to Hybrid Dynamic Systems
• The Importance of Diagnosability, Security, and Safety
• Acknowledgments

Chapter 1: Introduction to Hybrid Dynamic and Cyber-Physical Systems

• Definition and Characteristics of Hybrid Dynamic Systems
• Understanding Cyber-Physical Systems (CPS)
• Integration of Physical Processes and Computational Elements
• Challenges in Diagnosability, Security, and Safety

Chapter 2: Fundamentals of Diagnosability in Hybrid Systems

• Overview of Diagnosability Concepts
• Methods for Fault Detection and Diagnosis
• Model-based Diagnosis
• Approaches to System Diagnosis in Dynamic Environments
• Case Studies in Diagnosability

Chapter 3: Security Challenges in Cyber-Physical Systems

• Introduction to Cyber Security for CPS
• Vulnerabilities and Threats in CPS
• Cyber Attacks and Their Impact on Physical Systems
• Security Mechanisms and Techniques for CPS
• Case Studies in CPS Security

Chapter 4: Safety in Hybrid Dynamic and CPS

• Definition and Importance of Safety in Hybrid Systems
• Safety Assessment Methods and Tools
• Safety Standards and Regulations (e.g., ISO 26262)
• Safety in Autonomous and Semi-Autonomous Systems
• Risk Assessment in Cyber-Physical Systems

Chapter 5: Fault Tolerance and Resilience in Hybrid Systems

• Techniques for Fault Tolerance in CPS
• Redundancy and Recovery Mechanisms
• Resilient Control Strategies
• Designing Resilient Cyber-Physical Systems

Chapter 6: Modeling and Simulation of Hybrid Systems

• Hybrid System Models and Their Representation
• Simulation Techniques for CPS
• Use of Simulation in Diagnosability, Security, and Safety Analysis
• Case Studies and Practical Examples

Chapter 7: Control Systems and Their Role in Safety and Security

• Fundamentals of Control Theory
• Security and Safety in Control Systems
• Techniques for Secure Control Systems in CPS
• Adaptive and Fault-Tolerant Control Strategies

Chapter 8: Diagnosis and Monitoring Techniques in CPS

• Sensor-Based Diagnosis and Monitoring
• Real-Time Diagnostics in Hybrid Systems
• Data-Driven Methods for Fault Detection
• Machine Learning Applications in System Diagnosis

Chapter 9: Cyber Security Threat Mitigation for Hybrid Systems

• Prevention and Detection Techniques for Cyber Attacks
• Encryption and Authentication in CPS
• Secure Communication Protocols for Hybrid Systems
• Penetration Testing and Vulnerability Assessment

Chapter 10: Safety Assurance and Compliance in CPS

• Safety Integrity Levels and Standards
• Verifying and Validating Safety in Hybrid Systems
• Compliance with Safety Regulations
• Safety Protocols and Their Implementation in Industry

Chapter 11: Case Studies in Diagnosability, Security, and Safety

• Real-World Examples of Hybrid Systems in Industry
• Lessons Learned from Cyber Security Breaches in CPS
• Diagnosability and Fault Management in Complex Systems
• Case Studies in Critical Infrastructure Protection

Chapter 12: Future Directions and Challenges

• Emerging Trends in Hybrid Dynamic and CPS
• Advances in Diagnosability, Security, and Safety Research
• Future Challenges and Solutions in CPS Design
• The Role of Artificial Intelligence in CPS

Appendices

• Glossary of Terms
• List of Acronyms
• Additional Reading and Resources

Index

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