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Books > Professional & Technical > Energy technology & engineering > Electrical engineering
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AI-Enabled Threat Detection and Security Analysis for Industrial IoT (Paperback, 1st ed. 2021)
Loot Price: R4,584
Discovery Miles 45 840
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AI-Enabled Threat Detection and Security Analysis for Industrial IoT (Paperback, 1st ed. 2021)
Expected to ship within 10 - 15 working days
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This contributed volume provides the state-of-the-art development
on security and privacy for cyber-physical systems (CPS) and
industrial Internet of Things (IIoT). More specifically, this book
discusses the security challenges in CPS and IIoT systems as well
as how Artificial Intelligence (AI) and Machine Learning (ML) can
be used to address these challenges. Furthermore, this book
proposes various defence strategies, including intelligent
cyber-attack and anomaly detection algorithms for different IIoT
applications. Each chapter corresponds to an important snapshot
including an overview of the opportunities and challenges of
realizing the AI in IIoT environments, issues related to data
security, privacy and application of blockchain technology in the
IIoT environment. This book also examines more advanced and
specific topics in AI-based solutions developed for efficient
anomaly detection in IIoT environments. Different AI/ML techniques
including deep representation learning, Snapshot Ensemble Deep
Neural Network (SEDNN), federated learning and multi-stage learning
are discussed and analysed as well. Researchers and professionals
working in computer security with an emphasis on the scientific
foundations and engineering techniques for securing IIoT systems
and their underlying computing and communicating systems will find
this book useful as a reference. The content of this book will be
particularly useful for advanced-level students studying computer
science, computer technology, cyber security, and information
systems. It also applies to advanced-level students studying
electrical engineering and system engineering, who would benefit
from the case studies.
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