Artificial Intelligence for Cyber Physical Systems Security and Resilience
Theory and Applications in Smart Environments
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Beschreibung
This book presents practical guidance to researchers working on AI and machine learning, with application to cyber-physical systems (CPS) security and resilience in interdisciplinary areas, including but not limited to computer science, operation research, civil engineering, and electrical engineering. Furthermore, the book provides the readers with an insight into understanding the big picture of CPS security and resilience challenges, corresponding large-scale problems, and AI solutions to deal with these problems. The book is suitable for senior undergraduate students, graduate students who are interested in research in multidisciplinary areas, and researchers who are currently working in the related areas. This book also can be used for related courses in computer science, operation research, electrical and computer engineering, and industrial engineering. It also covers the application of cyber-physical systems which makes it a perfect source of study for audience out of academia to obtain a general insight of interdependent networks.
- Addresses AI and ML methods for the emerging challenges of cyber-physical systems security and resilience;
- Specifies the importance and position of leveraging AI and ML to ensure cybersecurity of CPS systems;
- Provides further insight to how proposed CPS solutions can be used in practical scenarios.
This book presents practical guidance to researchers working on AI and machine learning, with application to cyber-physical systems (CPS) security and resilience in interdisciplinary areas, including but not limited to computer science, operation research, civil engineering, and electrical engineering. Furthermore, the book provides the readers with an insight into understanding the big picture of CPS security and resilience challenges, corresponding large-scale problems, and AI solutions to deal with these problems. The book is suitable for senior undergraduate students, graduate students who are interested in research in multidisciplinary areas, and researchers who are currently working in the related areas. This book also can be used for related courses in computer science, operation research, electrical and computer engineering, and industrial engineering. It also covers the application of cyber-physical systems which makes it a perfect source of study for audience out of academia to obtain a general insight of interdependent networks.
Addresses AI and ML methods for the emerging challenges of cyber-physical systems security and resilience Specifies the importance and position of leveraging AI and ML to ensure cybersecurity of CPS systems Provides further insight to how proposed CPS solutions can be used in practical scenarios
Autor*in
M. Hadi Amini
Themen in »Artificial Intelligence for Cyber Physical Systems Security and Resilience«
trustworthy AI artificial intelligence cyberphysical system security cyberphysical system resilience critical infrastructure machine learning deep learning intelligent transportation networks smart grids