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Books > Professional & Technical > Energy technology & engineering > Electrical engineering
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Data-Driven Modeling of Cyber-Physical Systems using Side-Channel Analysis (Paperback, 1st ed. 2020)
Loot Price: R2,309
Discovery Miles 23 090
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Data-Driven Modeling of Cyber-Physical Systems using Side-Channel Analysis (Paperback, 1st ed. 2020)
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This book provides a new perspective on modeling cyber-physical
systems (CPS), using a data-driven approach. The authors cover the
use of state-of-the-art machine learning and artificial
intelligence algorithms for modeling various aspect of the CPS.
This book provides insight on how a data-driven modeling approach
can be utilized to take advantage of the relation between the cyber
and the physical domain of the CPS to aid the first-principle
approach in capturing the stochastic phenomena affecting the CPS.
The authors provide practical use cases of the data-driven modeling
approach for securing the CPS, presenting novel attack models,
building and maintaining the digital twin of the physical system.
The book also presents novel, data-driven algorithms to handle non-
Euclidean data. In summary, this book presents a novel perspective
for modeling the CPS.
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