Intelligent Security Solutions for Cyber-Physical Systems

Vandana Mohindru Sood, Yashwant Singh, Bharat Bhargava, Sushil Kumar Narang, Vandana Mohindru Sood, Yashwant Singh, Bharat Bhargava, Sushil Kumar Narang

• Éditeur: Chapman and Hall/CRC
• Année: 2024
• ISBN:
  9781040011904
• Édition: 1
• Sujet: Ciencia de la computación
• Sous-sujet: Ingeniería computacional

A cyber-physical system (CPS) is a computer system in which a mechanism is controlled or monitored by computer-based algorithms and involves transdisciplinary approaches, merging theories of cybernetics, mechatronics, design, and process science. This text mainly concentrates on offering a foundational theoretical underpinning, and a comprehensive and coherent review of intelligent security solutions for cyber-physical systems.

Features:

• Provides an overview of cyber-physical systems (CPSs) along with security concepts like attack detection methods, cyber-physical systems failures, and risk identification and management
• Showcases cyber-physical systems (CPSs) security solutions, lightweight cryptographic solutions, and CPS forensics, etc
• Emphasizes machine learning methods for behavior-based intrusion detection in cyber-physical systems (CPSs), resilient machine learning for networked CPS, fog computing industrial CPS, etc
• Elaborates classification of network abnormalities in Internet of Things-based cyber-physical systems (CPSs) using deep learning
• Includes case studies and applications in the domain of smart grid systems, industrial control systems, smart manufacturing, social network and gaming, electric power grid and energy systems, etc