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Full Description
Building on the knowledge of risks, vulnerabilities, and safety measures associated with cyber-physical systems, this book focuses on adapting artificial intelligence (AI) techniques to smart cyber-physical systems application development. The future is going to see cyber-physical systems in almost every aspect of life, so a book that focuses on shedding light on the design, development, and security aspects of cyber-physical systems in more crucial domains such as defense, healthcare, biomedical, smart city applications, is needed.
Integrating AI Techniques into the Design and Development of Smart Cyber-Physical Systems: Defense, Biomedical, Infrastructure, and Transportation offers an introductory exploration of the fundamental theories and concepts of AI and machine learning (ML) that are utilized in the building of dependable cyber-physical systems. It brings the ideas of advanced design and development and empowered security measures to cyber-physical systems. By focusing on the application of AI in cyber-physical systems design as well as security aspects, an improvement in reliability and advancements can be explored. Also included are the latest findings and advancements as well as case studies and illustrative examples on the design and development of smart cyber-physical systems.
This resource is highly valuable for those employed in educational institutions, research laboratories, enterprises, and government agencies, as well as for students seeking novel ideas in the realm of smart cyber-physical systems design.
Contents
Section I: Introduction - Role of AI in Smart CPS Design and Development. 1. Role of AI Techniques in Smart Cyber-Physical Systems Development. 2. Security Challenges in the Development of Smart IoT. 3. Protecting Cyber-Physical Systems (CPSs) from Cyber Attacks Using Artificial Intelligence (AI). Section II: Application of AI and ML in Smart CPS Analytics. 4. Performance Analytics of Cyber-Physical Systems (CPSs). 5. Vulnerability Assessment and Reporting for Cyber Physical Systems Using AI and ML. 6. Machine Learning Techniques in Cyber-Physical Systems Security Analytics. Section III: Smart CPS Development for Biomedical and Healthcare using Advanced AI. 7. Smart AI-Based Biomedical Systems and Tools. 8. Smart Nutrition Analytics using Machine Learning Algorithms. 9. Smart AI for Digital Twins in Healthcare. Section IV: Trustworthy AI in Smart Defence CPS Design. 10. Security Aware Computing for UAVs in Defence. 11. Developing Trustworthy AI for Security-Sensitive Defence Applications. 12. Smart Camera Network in Smart Defence Applications. Section V: AI in Infrastructure and Transportation Management. 13. Smart Heating and Cooling Controller Design for Smart Infrastructure Management. 14. Resilient CPS Design for Connected and Autonomous Vehicles in Smart Transportation. 15. Application of AI in Secured Supply Chain Management.