Analysis of cyber security attacks and its solutions for the smart grid using machine learning and blockchain methods

T Mazhar, HM Irfan, S Khan, I Haq, I Ullah, M Iqbal… - Future Internet, 2023 - mdpi.com
Smart grids are rapidly replacing conventional networks on a worldwide scale. A smart grid
has drawbacks, just like any other novel technology. A smart grid cyberattack is one of the …

[HTML][HTML] Machine learning for securing Cyber–Physical Systems under cyber attacks: A survey

C Fei, J Shen - Franklin Open, 2023 - Elsevier
With the proliferation of cyber attacks targeting cyber–physical systems (CPS), ensuring the
security of CPS under such attacks has become increasingly challenging. Machine learning …

Implementation aspects of smart grids cyber-security cross-layered framework for critical infrastructure operation

D Agnew, N Aljohani, R Mathieu, S Boamah… - Applied Sciences, 2022 - mdpi.com
Communication networks in power systems are a major part of the smart grid paradigm. It
enables and facilitates the automation of power grid operation as well as self-healing in …

Enhanced network metric prediction for machine learning-based cyber security of a software-defined UAV relay network

D Agnew, A Del Aguila, J McNair - IEEE Access, 2024 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs), eg, drones, have become crucial assets in the military's
fleet of vehicles. UAVs can provide limited bandwidth for tactical communications and can …

A Comprehensive Survey on the Security of Smart Grid: Challenges, Mitigations, and Future Research Opportunities

A Zibaeirad, F Koleini, S Bi, T Hou, T Wang - arXiv preprint arXiv …, 2024 - arxiv.org
In this study, we conduct a comprehensive review of smart grid security, exploring system
architectures, attack methodologies, defense strategies, and future research opportunities …

Switchgear Digitalization—Research Path, Status, and Future Work

N Kaštelan, I Vujović, M Krčum, N Assani - Sensors, 2022 - mdpi.com
To keep pace with global energy efficiency trends and, in particular, emission reduction
targets in the maritime sector, both onshore and maritime power distribution systems need to …

Distributed software-defined network architecture for smart grid resilience to denial-of-service attacks

D Agnew, S Boamah, R Mathieu… - 2023 IEEE Power & …, 2023 - ieeexplore.ieee.org
An important challenge for smart grid security is designing a secure and robust smart grid
communications architecture to protect against cyber-threats, such as Denial-of-Service …

Cross-layered cyber-physical power system state estimation towards a secure grid operation

N Aljohani, D Agnew, K Nagaraj… - 2022 IEEE Power & …, 2022 - ieeexplore.ieee.org
In the Smart Grid paradigm, this critical infrastructure operation is increasingly exposed to
cyber-threats due to the increased dependency on communication networks. An adversary …

A Survey of Software-Defined Smart Grid Networks: Security Threats and Defense Techniques

D Agnew, S Boamah, J McNair - arXiv preprint arXiv:2306.14697, 2023 - arxiv.org
Smart grids are replacing conventional power grids due to rising electricity use, failing
infrastructure, and reliability problems. Two-way communication, demand-side …

[HTML][HTML] Network Security Challenges and Countermeasures for Software-Defined Smart Grids: A Survey

D Agnew, S Boamah, A Bretas, J McNair - Smart Cities, 2024 - mdpi.com
The rise of grid modernization has been prompted by the escalating demand for power, the
deteriorating state of infrastructure, and the growing concern regarding the reliability of …