A unified deep learning anomaly detection and classification approach for smart grid environments

I Siniosoglou, P Radoglou-Grammatikis… - … on Network and …, 2021 - ieeexplore.ieee.org
The interconnected and heterogeneous nature of the next-generation Electrical Grid (EG),
widely known as Smart Grid (SG), bring severe cybersecurity and privacy risks that can also …

Modeling, detecting, and mitigating threats against industrial healthcare systems: a combined software defined networking and reinforcement learning approach

P Radoglou-Grammatikis, K Rompolos… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The rise of the Internet of Medical Things introduces the healthcare ecosystem in a new
digital era with multiple benefits, such as remote medical assistance, real-time monitoring …

Review of cybersecurity for integrated energy systems with integration of cyber‐physical systems

S Ding, S Lu, Y Xu, M Korkali… - Energy Conversion and …, 2023 - Wiley Online Library
The integrated energy system leverages advanced information, communication, and control
technology to integrate various energy subsystems, including electricity, heat, and gas, to …

[HTML][HTML] SUSAN: A Deep Learning based anomaly detection framework for sustainable industry

ÁLP Gómez, LF Maimó, AH Celdrán… - … : Informatics and Systems, 2023 - Elsevier
Nowadays, sustainability is the core of green technologies, being a critical aspect in many
industries concerned with reducing carbon emissions and energy consumption optimization …

[HTML][HTML] A forensics and compliance auditing framework for critical infrastructure protection

J Henriques, F Caldeira, T Cruz, P Simões - International Journal of Critical …, 2023 - Elsevier
Contemporary societies are increasingly dependent on products and services provided by
Critical Infrastructure (CI) such as power plants, energy distribution networks, transportation …

[HTML][HTML] Sdn-based resilient smart grid: The sdn-microsense architecture

PR Grammatikis, P Sarigiannidis, C Dalamagkas… - Digital, 2021 - mdpi.com
The technological leap of smart technologies and the Internet of Things has advanced the
conventional model of the electrical power and energy systems into a new digital era, widely …

Coordinated heat and power cyber-attacks with time window matching strategy

W Gu, S Ding, S Lu, P Zhao, D Zou… - … on Smart Grid, 2023 - ieeexplore.ieee.org
The integration of information and communication infrastructures has dramatically increased
the cyber vulnerability of integrated energy systems (IES). Due to the coupling among …

Breaching the defense: Investigating fgsm and ctgan adversarial attacks on iec 60870-5-104 ai-enabled intrusion detection systems

DC Asimopoulos, P Radoglou-Grammatikis… - Proceedings of the 18th …, 2023 - dl.acm.org
In the digital age of the hyper-connected Critical Infrastructures (CIs), the role of the smart
electrical grid is crucial, providing several benefits, such as improved grid resilience, efficient …

A survey of anomaly detection methods for power grids

S Madabhushi, R Dewri - International Journal of Information Security, 2023 - Springer
The power grid is a constant target for attacks as they have the potential to affect a large
geographical location, thus affecting hundreds of thousands of customers. With the advent of …

Protecting IEC 60870-5-104 ICS/SCADA systems with honeypots

E Grigoriou, A Liatifis, PR Grammatikis… - … conference on cyber …, 2022 - ieeexplore.ieee.org
Both signature-based and anomaly-based Intrusion Detection and Prevention System
(IDPS) have already demonstrated their efficiency towards recognising and mitigating …