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Convergence of Deep Learning in Cyber-IoT Systems and Security, Rajdeep Chakraborty, Anupam Ghosh


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Автор: Rajdeep Chakraborty, Anupam Ghosh   (Раждип Чакраборти)
Название:  Convergence of Deep Learning in Cyber-IoT Systems and Security
Перевод названия: Раждип Чакраборти: Конвергенция глубокого обучения в системах Cyber-IoT и безопасности
ISBN: 9781119857211
Издательство: Wiley
Классификация:


ISBN-10: 111985721X
Обложка/Формат: Hardback
Страницы: 480
Вес: 0.67 кг.
Дата издания: 05.02.2023
Язык: English
Размер: 250 x 150 x 15
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Англии
Описание: CONVERGENCE OF DEEP LEARNING IN CYBER-IOT SYSTEMS AND SECURITY In-depth analysis of Deep Learning-based cyber-IoT systems and security which will be the industry leader for the next ten years. The main goal of this book is to bring to the fore unconventional cryptographic methods to provide cyber security, including cyber-physical system security and IoT security through deep learning techniques and analytics with the study of all these systems. This book provides innovative solutions and implementation of deep learning-based models in cyber-IoT systems, as well as the exposed security issues in these systems.

The 20 chapters are organized into four parts. Part I gives the various approaches that have evolved from machine learning to deep learning. Part II presents many innovative solutions, algorithms, models, and implementations based on deep learning.

Part III covers security and safety aspects with deep learning. Part IV details cyber-physical systems as well as a discussion on the security and threats in cyber-physical systems with probable solutions. Audience Researchers and industry engineers in computer science, information technology, electronics and communication, cybersecurity and cryptography.




Security in Cyber-Physical Systems: Foundations and Applications

Автор: Awad Ali Ismail, Furnell Steven, Paprzycki Marcin
Название: Security in Cyber-Physical Systems: Foundations and Applications
ISBN: 303067360X ISBN-13(EAN): 9783030673604
Издательство: Springer
Цена: 22359.00 р.
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Описание:

Realizing Cyber-Physical Systems Resilience Frameworks and Security Practices.- Machine learning for fostering security in Cyber-Physical systems.- Security of Cyber-Physical Monitoring and Warning Systems for Natural and Technological Threats.- Secure Dynamic Nonlinear Heterogeneous Vehicle Platooning: Denial-of-Service Cyber-Attack Case.

Security in Cyber-Physical Systems: Foundations and Applications

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
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Цена: 22359.00 р.
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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.

IT Convergence and Security 2017

Автор: Kuinam J. Kim; Hyuncheol Kim; Nakhoon Baek
Название: IT Convergence and Security 2017
ISBN: 9811064504 ISBN-13(EAN): 9789811064500
Издательство: Springer
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Цена: 32142.00 р.
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Описание: This is the first volume of proceedings including selected papers from the International Conference on IT Convergence and Security (ICITCS) 2017, presenting a snapshot of the latest issues encountered in this field. It explores how IT convergence and security issues are core to most current research, and industrial and commercial activities. It consists of contributions covering topics such as machine learning & deep learning, communication and signal processing, computer vision and applications, future network technology, artificial intelligence and robotics. ICITCS 2017 is the latest in a series of highly successful International Conferences on IT Convergence and Security, previously held in Prague, Czech Republic(2016), Kuala Lumpur, Malaysia (2015) Beijing, China (2014), Macau, China (2013), Pyeong Chang, Korea (2012), and Suwon, Korea (2011).

IT Convergence and Security 2017

Автор: Kuinam J. Kim; Hyuncheol Kim; Nakhoon Baek
Название: IT Convergence and Security 2017
ISBN: 9811064539 ISBN-13(EAN): 9789811064531
Издательство: Springer
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Цена: 27950.00 р.
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Описание: Track 1. Machine Learning & Deep Learning
Track 2. Communication and Signal Processing
Track 3. Computer Vision and Applications
Track 4. Future Network TechnologyTrack 5. Artificial Intelligence and Robotics
Track 6. Software Engineering and Knowledge Engineering
Track 7. Intelligent Vehicular Networking and Applications
Track 8. Healthcare and WellnessTrack 9. Web Technology and Applications
Track 10. Internet of Things
Track 11. Security and Privacy

IT Convergence and Security 2017

Автор: Kuinam J. Kim; Hyuncheol Kim; Nakhoon Baek
Название: IT Convergence and Security 2017
ISBN: 9811348812 ISBN-13(EAN): 9789811348815
Издательство: Springer
Рейтинг:
Цена: 27950.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This is the first volume of proceedings including selected papers from the International Conference on IT Convergence and Security (ICITCS) 2017, presenting a snapshot of the latest issues encountered in this field. It explores how IT convergence and security issues are core to most current research, and industrial and commercial activities. It consists of contributions covering topics such as machine learning & deep learning, communication and signal processing, computer vision and applications, future network technology, artificial intelligence and robotics. ICITCS 2017 is the latest in a series of highly successful International Conferences on IT Convergence and Security, previously held in Prague, Czech Republic(2016), Kuala Lumpur, Malaysia (2015) Beijing, China (2014), Macau, China (2013), Pyeong Chang, Korea (2012), and Suwon, Korea (2011).

Reinforcement Learning for Cyber-Physical Systems with Cybersecurity Case Studies

Автор: Li, Chong
Название: Reinforcement Learning for Cyber-Physical Systems with Cybersecurity Case Studies
ISBN: 1138543535 ISBN-13(EAN): 9781138543539
Издательство: Taylor&Francis
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Цена: 12707.00 р.
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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.

Cyber-Physical Systems: Architecture, Security and Application

Автор: Guo
Название: Cyber-Physical Systems: Architecture, Security and Application
ISBN: 3319925636 ISBN-13(EAN): 9783319925639
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This book provides an overview of recent innovations and achievements in the broad areas of cyber-physical systems (CPS), including architecture, networking, systems, applications, security, and privacy.

Computational Intelligence, Cyber Security and Computational Models. Models and Techniques for Intelligent Systems and Automation

Автор: Ganapathi
Название: Computational Intelligence, Cyber Security and Computational Models. Models and Techniques for Intelligent Systems and Automation
ISBN: 9811307156 ISBN-13(EAN): 9789811307157
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book constitutes the proceedings of the Third International Conference on Computational Intelligence, Cyber Security, and Computational Models, ICC3 2017, which was held in Coimbatore, India, in December 2017. They were organized in topical sections named: computational intelligence; and computational models.

Cyber Security for Cyber Physical Systems

Автор: Saqib Ali; Taiseera Al Balushi; Zia Nadir; Omar Kh
Название: Cyber Security for Cyber Physical Systems
ISBN: 3319758799 ISBN-13(EAN): 9783319758794
Издательство: Springer
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Цена: 23757.00 р.
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Описание: This book is a pioneering yet primary general reference resource on cyber physical systems and their security concerns. Providing a fundamental theoretical background, and a clear and comprehensive overview of security issues in the domain of cyber physical systems, it is useful for students in the fields of information technology, computer science, or computer engineering where this topic is a substantial emerging area of study.

Cyber-Physical Systems: Architecture, Security and Application

Автор: Song Guo; Deze Zeng
Название: Cyber-Physical Systems: Architecture, Security and Application
ISBN: 3030064611 ISBN-13(EAN): 9783030064617
Издательство: Springer
Рейтинг:
Цена: 19564.00 р.
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Описание: This book provides an overview of recent innovations and achievements in the broad areas of cyber-physical systems (CPS), including architecture, networking, systems, applications, security, and privacy. The book discusses various new CPS technologies from diverse aspects to enable higher level of innovation towards intelligent life. The book provides insight to the future integration, coordination and interaction between the physical world, the information world, and human beings. The book features contributions from renowned researchers and engineers, who discuss key issues from various perspectives, presenting opinions and recent CPS-related achievements.Investigates how to advance the development of cyber-physical systems Provides a joint consideration of other newly emerged technologies and concepts in relation to CPS like cloud computing, big data, fog computing, and crowd sourcingIncludes topics related to CPS such as architecture, system, networking, application, algorithm, security and privacy

Security of Cyber-Physical Systems: Vulnerability and Impact

Автор: Karimipour Hadis, Srikantha Pirathayini, Farag Hany
Название: Security of Cyber-Physical Systems: Vulnerability and Impact
ISBN: 3030455408 ISBN-13(EAN): 9783030455408
Издательство: Springer
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Цена: 23757.00 р.
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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.

Computational Intelligence, Cyber Security and Computational Models. Models and Techniques for Intelligent Systems and Automation: 4th International C

Автор: Balusamy Suresh, Dudin Alexander N., Graсa Manuel
Название: Computational Intelligence, Cyber Security and Computational Models. Models and Techniques for Intelligent Systems and Automation: 4th International C
ISBN: 9811596999 ISBN-13(EAN): 9789811596995
Издательство: Springer
Цена: 6986.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book constitutes the proceedings of the 4th International Conference on Computational Intelligence, Cyber Security, and Computational Models, ICC3 2019, which was held in Coimbatore, India, in December 2019. They were organized in topical sections named: computational intelligence; and computational models.


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