| 书目名称 | Cyber-Security Threats and Response Models in Nuclear Power Plants |
| 编辑 | Carol Smidts,Indrajit Ray,Michael C. Pietrykowski |
| 视频video | |
| 概述 | This book provides introductions to cybersecurity for industrial control systems;.Offers unique perspective on cybersecurity probabilistic risk assessment, cyber-attack detection and response;.Introdu |
| 丛书名称 | SpringerBriefs in Computer Science |
| 图书封面 |  |
| 描述 | 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-defen |
| 出版日期 | Book 2022 |
| 关键词 | Probabilistic Risk Assessment; Fault trees; Event trees; Cybersecurity risk assessment; Fault detection |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-031-12711-3 |
| isbn_softcover | 978-3-031-12710-6 |
| isbn_ebook | 978-3-031-12711-3Series ISSN 2191-5768 Series E-ISSN 2191-5776 |
| issn_series | 2191-5768 |
| copyright | The Author(s), under exclusive license to Springer Nature Switzerland AG 2022 |
发表于 2025-3-21 17:01:28
