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AI and Security of Cyber Physical Systems: Opportunities and Challenges

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Security of Cyber-Physical Systems

Abstract

Much of the recent innovation and development in technology is geared towards the integration of communication networks among systems and devices. Various applications of technology are witnessing a shift to internet-linked components and integrating cyber and physical systems together; such phenomenon is often referred to as Cyber Physical Systems (CPS). CPS is used in many applications including industrial control systems and critical infrastructure such as health-care and power generation. The increased integration of CPS and internet networks raises security concerns and vulnerabilities. This book delves into some of the security challenges associated with CPS as well as intelligent methods used to secure CPS in various applications. The book also discusses various AI-based methods for enhanced CPS security and performance and presents case studies and proof of concepts in simulated environments.

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Authors and Affiliations

  1. School of Engineering, University of Guelph, Guelph, ON, Canada

    Jacob Sakhnini & Hadis Karimipour

Authors
  1. Jacob Sakhnini
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  2. Hadis Karimipour
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Corresponding author

Correspondence to Hadis Karimipour .

Editor information

Editors and Affiliations

  1. School of Engineering, University of Guelph, Guelph, ON, Canada

    Hadis Karimipour

  2. Lassonde School of Engineering, York University, Toronto, ON, Canada

    Pirathayini Srikantha

  3. Lassonde School of Engineering, York University, Toronto, ON, Canada

    Hany Farag

  4. College of Computer and Information Technology, Purdue University, West Lafayette, IN, USA

    Jin Wei-Kocsis

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Sakhnini, J., Karimipour, H. (2020). AI and Security of Cyber Physical Systems: Opportunities and Challenges. In: Karimipour, H., Srikantha, P., Farag, H., Wei-Kocsis, J. (eds) Security of Cyber-Physical Systems. Springer, Cham. https://doi.org/10.1007/978-3-030-45541-5_1

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  • DOI: https://doi.org/10.1007/978-3-030-45541-5_1

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-45540-8

  • Online ISBN: 978-3-030-45541-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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