Data Driven Modeling Of Cyber Physical Systems Using Side Channel Analysis

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Data Driven Modeling Of Cyber Physical Systems Using Side Channel Analysis

Author : Sujit Rokka Chhetri
ISBN : 9783030379629
Genre : Technology & Engineering
File Size : 52.1 MB
Format : PDF
Download : 126
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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.
Category: Technology & Engineering
Data-Driven Modeling of Cyber-Physical Systems using Side-Channel Analysis
Language: en
Pages: 235
Authors: Sujit Rokka Chhetri, Mohammad Abdullah Al Faruque
Categories: Technology & Engineering
Type: BOOK - Published: 2020-02-08 - Publisher: Springer Nature

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
Digital Twins
Language: en
Pages: 254
Authors: Christoph Herwig, Ralf Pörtner, Johannes Möller
Categories: Technology & Engineering
Type: BOOK - Published: 2021-05-27 - Publisher: Springer Nature

This is the second of two volumes that together provide an overview of the latest advances in the generation and application of digital twins in bioprocess design and optimization. Both processes have undergone significant changes over the past few decades, moving from data-driven approaches into the 21st-century digitalization of the
Cybersecurity and Privacy in Cyber Physical Systems
Language: en
Pages: 434
Authors: Yassine Maleh, Mohammad Shojafar, Ashraf Darwish, Abdelkrim Haqiq
Categories: Computers
Type: BOOK - Published: 2019-05-01 - Publisher: CRC Press

Cybersecurity and Privacy in Cyber-Physical Systems collects and reports on recent high-quality research that addresses different problems related to cybersecurity and privacy in cyber-physical systems (CPSs). It Presents high-quality contributions addressing related theoretical and practical aspects Improves the reader’s awareness of cybersecurity and privacy in CPSs Analyzes and presents the
Internet of Things, Smart Spaces, and Next Generation Networks and Systems
Language: en
Pages: 451
Authors: Olga Galinina, Sergey Andreev, Sergey Balandin, Yevgeni Koucheryavy
Categories: Computers
Type: BOOK - Published: 2020-12-22 - Publisher: Springer Nature

This book constitutes the joint refereed proceedings of the 20th International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networks and Systems, NEW2AN 2020, and the 13th Conference on Internet of Things and Smart Spaces, ruSMART 2020. The conference was held virtually due to the COVID-19 pandemic. The 79 revised
Cyber-Physical Systems and Control
Language: en
Pages: 763
Authors: Dmitry G. Arseniev, Ludger Overmeyer, Heikki Kälviäinen, Branko Katalinić
Categories: Science
Type: BOOK - Published: 2019-11-29 - Publisher: Springer Nature

This book presents the proceedings of the International Conference on Cyber-Physical Systems and Control (CPS&C'2019), held in Peter the Great St. Petersburg Polytechnic University, which is celebrating its 120th anniversary in 2019. The CPS&C'2019 was dedicated to the 35th anniversary of the partnership between Peter the Great St. Petersburg Polytechnic