Security of Cyber-Physical Systems, 1st ed. 2020 Vulnerability and Impact
Langue : Anglais
Coordonnateurs : Karimipour Hadis, Srikantha Pirathayini, Farag Hany, Wei-Kocsis Jin
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. Furthermore, this book proposes various defense strategies including intelligent attack and anomaly detection algorithms.
Today?s technology is continually evolving towards interconnectivity among devices. This interconnectivity phenomenon is often referred to as Internet of Things (IoT). IoT technology is used to enhance the performance of systems in many applications. This integration of physical and cyber components within a system is associated with many benefits; these systems are often referred to as Cyber Physical Systems (CPSs).
The CPSs and IoT technologies are used in many industries critical to our daily lives. CPSs have the potential to reduce costs, enhance mobility and independence of patients, and reach the body using minimally invasive techniques. Although this interconnectivity of devices can pave the road for immense advancement in technology and automation, the integration of network components into any system increases its vulnerability to cyber threats. Using internet networks to connect devices together creates access points for adversaries. Considering the critical applications of some of these devices, adversaries have the potential of exploiting sensitive data and interrupting the functionality of critical infrastructure.
Practitioners working in system security, cyber security & security and privacy will find this book valuable as a reference. Researchers and scientists concentrating on computer systems, large-scale complex systems, and artificial intelligence will also find this book useful as a reference.
AI and Security of CyberP hysical Systems: Opportunities and Challenges.- Overview of Security for Smart Cyber-Physical Systems.- Design and Operation Framework for Industrial Control System Security Exercise.- Cascading Failure Attacks in the Power System.- The Risk of Botnets in Cyber Physical Systems.- Learning Based Anomaly Detection in Critical Cyber-Physical Systems.- Data-drivenAnomalyDetectioninModern PowerSystems.- AI-enabled Security Monitoring in Smart Cyber Physical Grids.- Application of Machine Learning in State Estimation of Smart Cyber-Physical Grid.- A Comparison Between Different Machine Learning Models for IoT Malware Detection.- A Bibliometric Analysis on the Application of Deep Learning in Cybersecurity.- Dynamical Analysis of Cyber‐Related Contingencies Initiated from Substations.- Distributed Attack and Mitigation Strategies for Active Power Distribution Networks.- Privacy-Preserving Homomorphic Masking for Smart Grid Data Analytics in the Cloud.- Attack-Resilient Energy Management Architecture for More Electric Aircrafts.- A Distributed Middleware Architecture for Attack - Resilient Communications in Smart Grids.
Hadis Karimipour is the director of Smart Grid Lab in the School of Engineering, University of Guelph, Ontario, Canada. She received a Ph.D. degree in Energy System from the Department of Electrical and Computer Engineering in the University of Alberta in Feb. 2016. Before joining the University of Guelph, she was a postdoctoral fellow in University of Calgary working on cybersecurity of the smart power grids. She is currently an Assistant Professor at the School of Engineering, Engineering Systems and Computing Group, at the University of Guelph, Ontario, Canada. Her research interests include large-scale power system state estimation, cyber-physical modeling, cyber-security of the smart grids, and parallel and distributed computing. She is a member of IEEE and IEEE Computer Society. She serves as the Chair of the IEEE Women in Engineering (WIE) and Chapter Chair of IEEE Information Theory in the Kitchener-Waterloo section.
Pirathayini Srikantha is currently an Assistant Professor in the Lassonde School of Engineering at York University. She obtained her Ph.D. degree from The Edward S. Rogers Sr. Department of Electrical and Computer Engineering at the University of Toronto in 2017. She is a certified Professional Engineer (P.Eng.) in Ontario. Her main research interests are in the areas of large-scale optimization and distributed control for enabling adaptive, sustainable and resilient power grid operations. Her work has been published in premier smart grid journal and conference venues. Her research efforts have received recognitions that include the best paper award (IEEE Smart Grid Communications) and runner-up best poster award (ACM Women in Computing). She is also actively involved in professional and social activities. She has served as the Workshop Chair, Session Chair and Technical Program Committee member in IEEE conferences. She is a reviewer in numerous IEEE transactions journals.
Informs the readers on cyber threats and defensive mechanisms in critical Cyber Physical Systems (CPSs) Covers traditional Cyber Physical Systems (CPSs) such as smart grids and emerging CPSs, including precision agriculture, investigating their unique cybersecurity challenges and trade-offs between service availability and security Addresses the technical challenges associated with the design of secure CPSs, by providing real world problems and solutions from a wide variety of attack scenarios to provide intelligent automated CPSs against cyberattack
Date de parution : 07-2021
Ouvrage de 323 p.
15.5x23.5 cm
Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).
Prix indicatif 179,34 €
Ajouter au panierDate de parution : 07-2020
Ouvrage de 323 p.
15.5x23.5 cm
Thèmes de Security of Cyber-Physical Systems :
Mots-clés :
cyber-physical system; cyber security; smart grid; critical infrastructure; OT security; IT security; modeling; cyber-attack; attack resilient system; game theory; Internet of Things; threat intelligence; machine learning; intrusion detection; attack identification; attack prevention; artificial intelligent; cryptography; Privacy
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