Описание: This book introduces reinforcement learning, and provides novel ideas and use cases to demonstrate the benefits of using reinforcement learning for Cyber Physical Systems. Two important case studies on applying reinforcement learning to cybersecurity problems are included.
Описание: Much of chemistry is motivated by asking `How`? How do I make a primary alcohol? React a Grignard reagent with formaldehyde. Physical chemistry is motivated by asking `Why`? The Grignard reagent and formaldehyde follow a molecular dance known as a reaction mechanism in which stronger bonds are made at the expense of weaker bonds.
Описание: Describes in detail the research on fault diagnosis, opacity analysis and enhancement, and cyber security analysis and enforcement, within suitable discrete event system modelling frameworks. In each case, the authors describe basic problem statements and key concepts, and then point out the key challenges in each research area.
Автор: Sergei Petrenko Название: Cyber Resilience ISBN: 8770221162 ISBN-13(EAN): 9788770221160 Издательство: Taylor&Francis Рейтинг: Цена: 14851.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Modern cyber systems acquire more emergent system properties, as far as their complexity increases: cyber resilience, controllability, self-organization, proactive cyber security and adaptability. Each of the listed properties is the subject of the cybernetics research and each subsequent feature makes sense only if there is a previous one. Cyber resilience is the most important feature of any cyber system, especially during the transition to the sixth technological stage and related Industry 4.0 technologies: Artificial Intelligence (AI), Cloud and foggy computing, 5G , IoT/IIoT, Big Data and ETL, Q-computing, Blockchain, VR/AR, etc. We should even consider the cyber resilience as a primary one, because the mentioned systems cannot exist without it. Indeed, without the sustainable formation made of the interconnected components of the critical information infrastructure, it does not make sense to discuss the existence of 4.0 Industry cyber-systems. In case when the cyber security of these systems is mainly focused on the assessment of the incidents' probability and prevention of possible security threats, the cyber resilience is mainly aimed at preserving the targeted behavior and cyber systems' performance under the conditions of known (about 45 %) as well as unknown (the remaining 55 %) cyber attacks. This monograph shows that modern Industry 4.0. Cyber systems do not have the required cyber resilience for targeted performance under heterogeneous mass intruder cyber-attacks. The main reasons include a high cyber system structural and functional complexity, a potential danger of existing vulnerabilities and “sleep” hardware and software tabs, as well as an inadequate efficiency of modern models, methods, and tools to ensure cyber security, reliability, response and recovery. A new formulation of the cyber resilience problem under heterogeneous mass cyber-attacks is proposed, in which the cyber system performance recovery in destructive software impacts prevents significant or catastrophic consequences. Here, the idea of ensuring the cyber resilience is to give the cyber systems the ability to develop immunity to disturbances of the computational processes under destructive influences, by analogy with the immune system protecting a living organism. The book contains three chapters, devoted to the following topics: Development of the Cyber Resilience Management Concept of modern technological platforms and cyber-systems of 4.0 Industry; Development of a corporate cyber risk management methodology; Technical implementation of the corporate program of business sustainability management based on the best practices (standards).
Описание: Security and Resilience in Intelligent Data-Centric Systems and Communication Networks presents current, state-of-the-art work on novel research in theoretical and practical resilience and security aspects of intelligent data-centric critical systems and networks. The book analyzes concepts and technologies that are successfully used in the implementation of intelligent data-centric critical systems and communication networks, also touching on future developments. In addition, readers will find in-demand information for domain experts and developers who want to understand and realize the aspects (opportunities and challenges) of using emerging technologies for designing and developing more secure and resilient intelligent data-centric critical systems and communication networks. Topics covered include airports, seaports, rail transport systems, plants for the provision of water and energy, and business transactional systems. The book is well suited for researchers and PhD interested in the use of security and resilient computing technologies.
Описание: Cyber-physical systems (CPS) are characterized as a combination of physical (physical plant, process, network) and cyber (software, algorithm, computation) components whose operations are monitored, controlled, coordinated, and integrated by a computing and communicating core.
Автор: Stefan Biffl; Matthias Eckhart; Arndt L?der; Edgar Название: Security and Quality in Cyber-Physical Systems Engineering ISBN: 3030253147 ISBN-13(EAN): 9783030253141 Издательство: Springer Рейтинг: Цена: 19564.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: 1 Introduction to Security and Quality Improvement in Complex Cyber-Physical Systems Engineering.- 2 Engineering in an International Context: Risks and Challenges.- 3 Managing complexity within the Engineering of Product and Production systems.- 4 Engineering of Signaling Systems.- 5 On the Need for Data-Based Model-Driven Engineering.- 6 On Testing Data-Intensive Software Systems.- 7 Product/ion-Aware Analysis of Collaborative Systems Engineering Processes.- 8 Engineering Data Logistics for Agile Automation Systems Engineering: Requirements and Solution Concepts with AutomationML.- 9 Efficient and Flexible Test Automation in Production Systems Engineering.- 10 Re-engineering Variants of MATLAB/Simulink Software Systems.- 11 Security Analysis and Improvement of Data Logistics in AutomationML based Engineering Networks.- 12 Securing Information against Manipulation in the Production Systems Engineering Process.- 13 Design and Run-time Aspects of Secure Cyber-Physical Systems.- 14 Digital Twins for Cyber-Physical Systems Security: State of the Art and Outlook.- 15 Radio Frequency (RF) Security in Industrial Engineering Processes.- 16 Secure and Safe IIoT Systems via Machine and Deep Learning Approaches.- 17 Revisiting Practical Byzantine Fault Tolerance Through Blockchain Technologies.- 18 Conclusions and Outlook on Security and Quality in Complex Cyber-Physical Systems Engineering.
Автор: Awad Ali Ismail, Furnell Steven, Paprzycki Marcin Название: Security in Cyber-Physical Systems: Foundations and Applications ISBN: 3030673634 ISBN-13(EAN): 9783030673635 Издательство: Springer Рейтинг: Цена: 22359.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book is a relevant reference for any readers interested in the security aspects of Cyber-Physical Systems and particularly useful for those looking to keep informed on the latest advances in this dynamic area. Cyber-Physical Systems (CPSs) are characterized by the intrinsic combination of software and physical components. Inherent elements often include wired or wireless data communication, sensor devices, real-time operation and automated control of physical elements. Typical examples of associated application areas include industrial control systems, smart grids, autonomous vehicles and avionics, medial monitoring and robotics. The incarnation of the CPSs can therefore range from considering individual Internet-of-Things devices through to large-scale infrastructures. Presented across ten chapters authored by international researchers in the field from both academia and industry, this book offers a series of high-quality contributions that collectively address and analyze the state of the art in the security of Cyber-Physical Systems and related technologies. The chapters themselves include an effective mix of theory and applied content, supporting an understanding of the underlying security issues in the CPSs domain, alongside related coverage of the technological advances and solutions proposed to address them. The chapters comprising the later portion of the book are specifically focused upon a series of case examples, evidencing how the protection concepts can translate into practical application.
Автор: Wu Chengwei, Yao Weiran, Sun Guanghui Название: Security of Cyber-Physical Systems: State Estimation and Control ISBN: 3030883493 ISBN-13(EAN): 9783030883492 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Targeting the challenging security problems of cyber-physical systems under malicious attacks, this book presents some recent novel secure state estimation and control algorithms, in which moving target defense scheme, zero-sum game-theoretical approach, reinforcement learning, neural networks, and intelligent control are adopted.
Название: Cyber-physical systems security ISBN: 3319989340 ISBN-13(EAN): 9783319989341 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The chapters in this book present the work of researchers, scientists, engineers, and teachers engaged with developing unified foundations, principles, and technologies for cyber-physical security. They adopt a multidisciplinary approach to solving related problems in next-generation systems, representing views from academia, government bodies, and industrial partners, and their contributions discuss current work on modeling, analyzing, and understanding cyber-physical systems.
Автор: Karimipour Hadis, Srikantha Pirathayini, Farag Hany Название: Security of Cyber-Physical Systems: Vulnerability and Impact ISBN: 3030455408 ISBN-13(EAN): 9783030455408 Издательство: Springer Рейтинг: Цена: 23757.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents a comprehensive overview of security issues in Cyber Physical Systems (CPSs), by analyzing the issues and vulnerabilities in CPSs and examining state of the art security measures.
Описание: Presents integrated (cyber and physical) security approaches and technologies for the critical infrastructures that underpin our societies. Specifically, the book introduces advanced techniques for threat detection, risk assessment and security information sharing, based on leading edge technologies.
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