Cyber‐physical attacks and defences in the smart grid: a survey
The smart grid is arguably one of the most complex cyber‐physical systems (CPS). Complex
security challenges have been revealed in both the physical and the cyber parts of the smart …
security challenges have been revealed in both the physical and the cyber parts of the smart …
Review of low voltage load forecasting: Methods, applications, and recommendations
The increased digitalisation and monitoring of the energy system opens up numerous
opportunities to decarbonise the energy system. Applications on low voltage, local networks …
opportunities to decarbonise the energy system. Applications on low voltage, local networks …
Machine learning methods for attack detection in the smart grid
Attack detection problems in the smart grid are posed as statistical learning problems for
different attack scenarios in which the measurements are observed in batch or online …
different attack scenarios in which the measurements are observed in batch or online …
Unsupervised machine learning-based detection of covert data integrity assault in smart grid networks utilizing isolation forest
Being one of the most multifaceted cyber-physical systems, smart grids (SGs) are arguably
more prone to cyber-threats. A covert data integrity assault (CDIA) on a communications …
more prone to cyber-threats. A covert data integrity assault (CDIA) on a communications …
EPPA: An efficient and privacy-preserving aggregation scheme for secure smart grid communications
The concept of smart grid has emerged as a convergence of traditional power system
engineering and information and communication technology. It is vital to the success of next …
engineering and information and communication technology. It is vital to the success of next …
Review of the data-driven methods for electricity fraud detection in smart metering systems
In smart grids, homes are equipped with smart meters (SMs) to monitor electricity
consumption and report fine-grained readings to electric utility companies for billing and …
consumption and report fine-grained readings to electric utility companies for billing and …
Distributed denial of service attack prediction: Challenges, open issues and opportunities
Abstract Distributed Denial of Service (DDoS) attack is one of the biggest cyber threats.
DDoS attacks have evolved in quantity and volume to evade detection and increase …
DDoS attacks have evolved in quantity and volume to evade detection and increase …
The role of communication systems in smart grids: Architectures, technical solutions and research challenges
The purpose of this survey is to present a critical overview of smart grid concepts, with a
special focus on the role that communication, networking and middleware technologies will …
special focus on the role that communication, networking and middleware technologies will …
Securing smart grid: cyber attacks, countermeasures, and challenges
Smart grid has emerged as the next-generation power grid via the convergence of power
system engineering and information and communication technology. In this article, we …
system engineering and information and communication technology. In this article, we …
Extremely randomized trees-based scheme for stealthy cyber-attack detection in smart grid networks
Smart grids have become susceptible to cyber-attacks, being one of the most diversified
cyber–physical systems. Measurements collected by the supervisory control and data …
cyber–physical systems. Measurements collected by the supervisory control and data …