February 2023
Intermediate to advanced
336 pages
9h 6m
English
book
A Roadmap for Enabling Industry 4.0 by Artificial Intelligence
by Jyotir Moy Chatterjee, Harish Garg, R. N. Thakur
Content preview from A Roadmap for Enabling Industry 4.0 by Artificial Intelligence
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8Application of Novel AI Mechanism for Minimizing Private Data Release in Cyber-Physical Systems
Manas Kumar Yogi1* and A.S.N. Chakravarthy2
1Computer Science and Engineering Department Pragati Engineering College (Autonomous) Surampalem, A.P., India
2Department of Computer Science & Engineering, JNTUK-University College of Engineering, Kakinada, A.P., India
Abstract
Cyber-physical systems are becoming indispensible part of human life day by day. With each passing year, as technological innovations are emerging, the application of artificial intelligence to leverage the functionality and usability of cyber-physical systems is also increasing. In this chapter, we present the novel privacy issues caused by advent of AI techniques in a cyberphysical system ecosystem and then we proceed to discuss the measures to mitigate such issues. We will also bring forth the state-of-the-art in privacy techniques, which are currently employed in cyber-physical systems. We propose an approach were formal methods of reasoning, learning, planning, and processing will be used in conjunction with privacy aspects so as to develop a trustable framework. This robust framework can be deployed for enhancing the degree of privacy preservation without affecting the data utility of any cyber-physical entity. The chapter concludes by highlighting the experimental results, which are quite worthy to note that AI-driven privacy mechanisms are equipped with much robustness to counter adversial attacks of any ...
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