Machine learning for cybersecurity in smart grids: A comprehensive review-based study on methods, solutions, and prospects
Abstract In modern Smart Grids (SGs) ruled by advanced computing and networking
technologies, condition monitoring relies on secure cyberphysical connectivity. Due to this …
technologies, condition monitoring relies on secure cyberphysical connectivity. Due to this …
Comprehensive survey and taxonomies of false data injection attacks in smart grids: attack models, targets, and impacts
Smart Grid is organically growing over the centrally controlled power system and becoming
a massively interconnected cyber–physical system with advanced technologies of fast …
a massively interconnected cyber–physical system with advanced technologies of fast …
Machine learning and data analytics for the IoT
Abstract The Internet of Things (IoT) applications have grown in exorbitant numbers,
generating a large amount of data required for intelligent data processing. However, the …
generating a large amount of data required for intelligent data processing. However, the …
A systems and control perspective of CPS security
The comprehensive integration of instrumentation, communication, and control into physical
systems has led to the study of Cyber-Physical Systems (CPSs), a field that has recently …
systems has led to the study of Cyber-Physical Systems (CPSs), a field that has recently …
State of the art of cyber-physical systems security: An automatic control perspective
Cyber-physical systems are integrations of computation, networking, and physical
processes. Due to the tight cyber-physical coupling and to the potentially disrupting …
processes. Due to the tight cyber-physical coupling and to the potentially disrupting …
A machine-learning-based technique for false data injection attacks detection in industrial IoT
MMN Aboelwafa, KG Seddik… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
The accelerated move toward the adoption of the Industrial Internet-of-Things (IIoT)
paradigm has resulted in numerous shortcomings as far as security is concerned. One of the …
paradigm has resulted in numerous shortcomings as far as security is concerned. One of the …
Coordinated attacks on electric power systems in a cyber-physical environment
With increasing terrorism and sabotage activities, the power grid is becoming more
vulnerable to various kinds of cyber and physical attacks. Coordination between the attacks …
vulnerable to various kinds of cyber and physical attacks. Coordination between the attacks …
Survey of false data injection in smart power grid: Attacks, countermeasures and challenges
S Aoufi, A Derhab, M Guerroumi - Journal of Information Security and …, 2020 - Elsevier
Abstract False Data Injection Attack (FDIA) is one of the most dangerous cyber attacks
against smart power grids, as it could cause severe physical and economic damage. In this …
against smart power grids, as it could cause severe physical and economic damage. In this …
Review of the false data injection attack against the cyber‐physical power system
With the development of synchronous measuring technology and communication
technology, the units of measurement, calculation, execution and communication are deeply …
technology, the units of measurement, calculation, execution and communication are deeply …
Online generative adversary network based measurement recovery in false data injection attacks: A cyber-physical approach
Y Li, Y Wang, S Hu - IEEE Transactions on Industrial …, 2019 - ieeexplore.ieee.org
State estimation plays a critical role in maintaining operational stability of a power system,
which is however vulnerable to attacks. False data injection (FDI) attacks can manipulate the …
which is however vulnerable to attacks. False data injection (FDI) attacks can manipulate the …