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Data-Driven Modeling of Cyber-Physical Systems using Side-Channel Analysis
Af: Mohammad Abdullah Al Faruque, Sujit Rokka Chhetri
Engelsk Paperback
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Data-Driven Modeling of Cyber-Physical Systems using Side-Channel Analysis

Af: Mohammad Abdullah Al Faruque, Sujit Rokka Chhetri
Engelsk Paperback
Paperback
637 kr
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Om denne bog

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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Product detaljer
Sprog:
Engelsk
Sider:
235
ISBN-13:
9783030379643
Indbinding:
Paperback
Udgave:
ISBN-10:
3030379647
Kategori:
Udg. Dato:
9 feb 2021
Længde:
17mm
Bredde:
235mm
Højde:
156mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
9 feb 2021
Forfatter(e):
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