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Big Data Privacy Preservation for Cyber-Physical Systems, Miao Pan; Jingyi Wang; Sai Mounika Errapotu; Xinyu


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Автор: Miao Pan; Jingyi Wang; Sai Mounika Errapotu; Xinyu
Название:  Big Data Privacy Preservation for Cyber-Physical Systems
ISBN: 9783030133696
Издательство: Springer
Классификация:




ISBN-10: 3030133699
Обложка/Формат: Soft cover
Страницы: 73
Вес: 0.15 кг.
Дата издания: 2019
Серия: SpringerBriefs in Electrical and Computer Engineering
Язык: English
Издание: 1st ed. 2019
Иллюстрации: 23 illustrations, color; 2 illustrations, black and white; ix, 73 p. 25 illus., 23 illus. in color.
Размер: 234 x 156 x 4
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This SpringerBrief mainly focuses on effective big data analytics for CPS, and addresses the privacy issues that arise on various CPS applications. The authors develop a series of privacy preserving data analytic and processing methodologies through data driven optimization based on applied cryptographic techniques and differential privacy in this brief. This brief also focuses on effectively integrating the data analysis and data privacy preservation techniques to provide the most desirable solutions for the state-of-the-art CPS with various application-specific requirements. Cyber-physical systems (CPS) are the “next generation of engineered systems,” that integrate computation and networking capabilities to monitor and control entities in the physical world. Multiple domains of CPS typically collect huge amounts of data and rely on it for decision making, where the data may include individual or sensitive information, for e.g., smart metering, intelligent transportation, healthcare, sensor/data aggregation, crowd sensing etc. This brief assists users working in these areas and contributes to the literature by addressing data privacy concerns during collection, computation or big data analysis in these large scale systems. Data breaches result in undesirable loss of privacy for the participants and for the entire system, therefore identifying the vulnerabilities and developing tools to mitigate such concerns is crucial to build high confidence CPS.This Springerbrief targets professors, professionals and research scientists working in Wireless Communications, Networking, Cyber-Physical Systems and Data Science. Undergraduate and graduate-level students interested in Privacy Preservation of state-of-the-art Wireless Networks and Cyber-Physical Systems will use this Springerbrief as a study guide.
Дополнительное описание: Chapter 1 Cyber-Physical Systems.- Chapter 2 Preliminaries.- Chapter 3 Spectrum Trading with Secondary Users' Privacy Protection.- Chapter 4 Optimization for Utility Providers with Privacy Preservation of Users' Energy Profile.- Chapter 5 Caching with Use


Multisensor Fusion and Integration in the Wake of Big Data, Deep Learning and Cyber Physical System

Автор: Sukhan Lee; Hanseok Ko; Songhwai Oh
Название: Multisensor Fusion and Integration in the Wake of Big Data, Deep Learning and Cyber Physical System
ISBN: 3030080307 ISBN-13(EAN): 9783030080303
Издательство: Springer
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Цена: 144410.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book includes selected papers from the 13th IEEE International Conference on Multisensor Integration and Fusion for Intelligent Systems (MFI 2017) held in Daegu, Korea, November 16–22, 2017. It covers various topics, including sensor/actuator networks, distributed and cloud architectures, bio-inspired systems and evolutionary approaches, methods of cognitive sensor fusion, Bayesian approaches, fuzzy systems and neural networks, biomedical applications, autonomous land, sea and air vehicles, localization, tracking, SLAM, 3D perception, manipulation with multifinger hands, robotics, micro/nano systems, information fusion and sensors, and multimodal integration in HCI and HRI. The book is intended for robotics scientists, data and information fusion scientists, researchers and professionals at universities, research institutes and laboratories.

Introduction to Embedded Systems: A Cyber-Physical Systems Approach

Автор: Lee Edward A., Seshia Sanjit A.
Название: Introduction to Embedded Systems: A Cyber-Physical Systems Approach
ISBN: 0262533812 ISBN-13(EAN): 9780262533812
Издательство: MIT Press
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Цена: 56430.00 T
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Описание:

An introduction to the engineering principles of embedded systems, with a focus on modeling, design, and analysis of cyber-physical systems.

The most visible use of computers and software is processing information for human consumption. The vast majority of computers in use, however, are much less visible. They run the engine, brakes, seatbelts, airbag, and audio system in your car. They digitally encode your voice and construct a radio signal to send it from your cell phone to a base station. They command robots on a factory floor, power generation in a power plant, processes in a chemical plant, and traffic lights in a city. These less visible computers are called embedded systems, and the software they run is called embedded software. The principal challenges in designing and analyzing embedded systems stem from their interaction with physical processes. This book takes a cyber-physical approach to embedded systems, introducing the engineering concepts underlying embedded systems as a technology and as a subject of study. The focus is on modeling, design, and analysis of cyber-physical systems, which integrate computation, networking, and physical processes.

The second edition offers two new chapters, several new exercises, and other improvements. The book can be used as a textbook at the advanced undergraduate or introductory graduate level and as a professional reference for practicing engineers and computer scientists. Readers should have some familiarity with machine structures, computer programming, basic discrete mathematics and algorithms, and signals and systems.


Securing Cyber-Physical Systems

Название: Securing Cyber-Physical Systems
ISBN: 1498700985 ISBN-13(EAN): 9781498700986
Издательство: Taylor&Francis
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Цена: 127600.00 T
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Think about someone taking control of your car while you're driving. Or, someone hacking into a drone and taking control. Both of these things have been done, and both are attacks against cyber-physical systems (CPS). Securing Cyber-Physical Systems explores the cybersecurity needed for CPS, with a focus on results of research and real-world deployment experiences. It addresses CPS across multiple sectors of industry.

CPS emerged from traditional engineered systems in the areas of power and energy, automotive, healthcare, and aerospace. By introducing pervasive communication support in those systems, CPS made the systems more flexible, high-performing, and responsive. In general, these systems are mission-critical--their availability and correct operation is essential. This book focuses on the security of such mission-critical systems.

Securing Cyber-Physical Systems brings together engineering and IT experts who have been dealing separately with these issues. The contributed chapters in this book cover a broad range of CPS security topics, including:

  • Securing modern electrical power systems
  • Using moving target defense (MTD) techniques to secure CPS
  • Securing wireless sensor networks (WSNs) used for critical infrastructures
  • Mechanisms to improve cybersecurity and privacy in transportation CPS
  • Anticipated cyberattacks and defense approaches for next-generation autonomous vehicles
  • Security issues, vulnerabilities, and challenges in the Internet of Things
  • Machine-to-machine (M2M) communication security
  • Security of industrial control systems
  • Designing "trojan-resilient" integrated circuits

While CPS security techniques are constantly evolving, this book captures the latest advancements from many different fields. It should be a valuable resource for both professionals and students working in network, web, computer, or embedded system security.


Secure and Trustworthy Transportation Cyber-Physical Systems

Автор: Yunchuan Sun; Houbing Song
Название: Secure and Trustworthy Transportation Cyber-Physical Systems
ISBN: 9811038910 ISBN-13(EAN): 9789811038914
Издательство: Springer
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Цена: 51230.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book comprehensively reviews the cyber security and privacy issues in transportation cyber-physical systems (TCPSs). It then discusses in detail the principles and metrics of evaluating safety and privacy in TCPSs and elaborates the verification and analysis of secure, robust and trustworthy TCPSs.

Vehicular Cyber Physical Systems

Автор: Rawat
Название: Vehicular Cyber Physical Systems
ISBN: 331944493X ISBN-13(EAN): 9783319444932
Издательство: Springer
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Цена: 111790.00 T
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Описание:

This book provides probabilistic, deterministic and geolocation-aware approaches for adaptive connectivity, robust security and privacy-aware communications for vehicular cyber physical systems (CPS). It presents mathematical models and numerical results obtained from experiments and simulations, and a trade-off between connectivity, security and privacy for vehicular communications.
Connectivity between vehicles is crucial for vehicular CPS. Intelligent vehicular CPS provides not only road safety and traffic efficiency by exchanging information among vehicles, but also offers infotainment services to passengers using a variety of wireless technologies to forward the traffic/trajectory information with Vehicle-to-Vehicle (V2V), vehicular ad hoc network (VANET), and Vehicle-to-Roadside-to-Vehicle (V2R2V) communications.
The book covers how to ensure that the message received from other vehicles is secure and trustworthy, rather than malicious. Further, it reveals how to make sure that the privacy of participants is not revealed while validating the received message. Researchers and professionals working with vehicular networks, smart systems, cyber physical systems, and mobile privacy will find this book valuable.

Optimal Observation for Cyber-physical Systems

Автор: Zhen Song; YangQuan Chen; Chellury R. Sastry; Nazi
Название: Optimal Observation for Cyber-physical Systems
ISBN: 1447156951 ISBN-13(EAN): 9781447156956
Издательство: Springer
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Цена: 121110.00 T
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Описание: A unified theoretical framework, based on the well-established theory of optimal experimental design and providing consistent solutions to problems hitherto requiring a variety of approaches, is put forward to solve a large class of optimal observation problems.

MAC Protocols for Cyber-Physical Systems

Автор: Feng Xia; Azizur Rahim
Название: MAC Protocols for Cyber-Physical Systems
ISBN: 3662463601 ISBN-13(EAN): 9783662463604
Издательство: Springer
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Цена: 46570.00 T
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Описание: This book provides a literature review of various wireless MAC protocols and techniques for achieving real-time and reliable communications in the context of cyber-physical systems (CPS).

Computational Intelligence for Decision Support in Cyber-Physical Systems

Автор: Zeashan H Khan; A. B. M. Shawkat Ali; Zahid Riaz
Название: Computational Intelligence for Decision Support in Cyber-Physical Systems
ISBN: 9811013357 ISBN-13(EAN): 9789811013355
Издательство: Springer
Рейтинг:
Цена: 121890.00 T
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Описание: This book applies computational intelligence and soft computing techniques to Cyber Physical Systems, where physical and communication segments of networked entities interact. Discusses how to ensure dependability, safety, security and efficiency in real time.

Applied Cyber-Physical Systems

Автор: Sang C. Suh; U. John Tanik; John N. Carbone; Abdul
Название: Applied Cyber-Physical Systems
ISBN: 1461473357 ISBN-13(EAN): 9781461473350
Издательство: Springer
Рейтинг:
Цена: 139750.00 T
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Описание: Applied Cyber-Physical Systems presents the latest methods and technologies in the area of cyber-physical systems including medical and biological applications. Cyber-physical systems (CPS) integrate computing and communication capabilities by monitoring, and controlling the physical systems via embedded hardware and computers.

Diagnosability, Security and Safety of Hybrid Dynamic and Cyber-Physical Systems

Автор: Sayed-Mouchaweh
Название: Diagnosability, Security and Safety of Hybrid Dynamic and Cyber-Physical Systems
ISBN: 3319749617 ISBN-13(EAN): 9783319749617
Издательство: Springer
Рейтинг:
Цена: 93160.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
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.

Multisensor Fusion and Integration in the Wake of Big Data, Deep Learning and Cyber Physical System

Автор: Lee
Название: Multisensor Fusion and Integration in the Wake of Big Data, Deep Learning and Cyber Physical System
ISBN: 3319905082 ISBN-13(EAN): 9783319905082
Издательство: Springer
Рейтинг:
Цена: 186330.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book includes selected papers from the 13th IEEE International Conference on Multisensor Integration and Fusion for Intelligent Systems (MFI 2017) held in Daegu, Korea, November 16–22, 2017. It covers various topics, including sensor/actuator networks, distributed and cloud architectures, bio-inspired systems and evolutionary approaches, methods of cognitive sensor fusion, Bayesian approaches, fuzzy systems and neural networks, biomedical applications, autonomous land, sea and air vehicles, localization, tracking, SLAM, 3D perception, manipulation with multifinger hands, robotics, micro/nano systems, information fusion and sensors, and multimodal integration in HCI and HRI. The book is intended for robotics scientists, data and information fusion scientists, researchers and professionals at universities, research institutes and laboratories.

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
Рейтинг:
Цена: 130430.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
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.


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