Cyber-Security Threats and Response Models in Nuclear Power Plants

Idioma: inglés

Editorial: Springer International Publishing AG, CH, 2022

3031127102 / 9783031127106

Serie: Libro 17 de 103 - SpringerBriefs in Computer Science

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This SpringerBrief presents a brief introduction to probabilistic risk assessment (PRA), followed by a discussion of abnormal event detection techniques in industrial control systems (ICS). It also provides an introduction to the use of game theory for the development of cyber-attack response models and a discussion on the experimental testbeds used for ICS cyber security research. The probabilistic risk assessment framework used by the nuclear industry provides a valid framework to understand the impacts of cyber-attacks in the physical world. An introduction to the PRA techniques such as fault trees, and event trees is provided along with a discussion on different levels of PRA and the application of PRA techniques in the context of cybersecurity. A discussion on machine learning based fault detection and diagnosis (FDD) methods and cyber-attack detection methods for industrial control systems are introduced in this book as well.A dynamic Bayesiannetworks based method that can be used to detect an abnormal event and classify it as either a component fault induced safety event or a cyber-attack is discussed. An introduction to the stochastic game formulation of the attacker-defender interaction in the context of cyber-attacks on industrial control systems to compute optimal response strategies is presented. Besides supporting cyber-attack response, the analysis based on the game model also supports the behavioral study of the defender and the attacker during a cyber-attack, and the results can then be used to analyze the risk to the system caused by a cyber-attack. A brief review of the current state of experimental testbeds used in ICS cybersecurity research and a comparison of the structures of various testbeds and the attack scenarios supported by those testbeds is included. A description of a testbed for nuclear power applications, followed by a discussion on the design of experiments that can be carried out on the testbed and the associated results is covered as well.This SpringerBrief  is a useful resource tool for researchers working in the areas of cyber security for industrial control systems, energy systems and cyber physical systems. Advanced-level students that study these topics will also find this SpringerBrief useful as a study guide.…

N° de ref. del artículo LU-9783031127106

Título
Cyber-Security Threats and Response Models in Nuclear Power Plants
Autor
Carol Smidts, Indrajit Ray, Quanyan Zhu, Pavan Kumar Vaddi, Yunfei Zhao, Linan Huang, Xiaoxu Diao, Rakibul Talukdar, Michael C. Pietrykowski
Editorial
Springer International Publishing AG, CH
Año de publicación
2022
Estado
New
Encuadernación
Paperback
Idioma
inglés
ISBN 10
3031127102
ISBN 13
9783031127106
Edición
1st ed. 2022.
Peso del artículo
210 gramos
Dimensiones
15.5 x 0.61 x 23.5 cm
Serie
Libro 17 de 103: SpringerBriefs in Computer Science

Rarewaves.com USA

London, London, Reino Unido

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Vendedor de IberLibro desde 11 de junio de 2025

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