[HTML][HTML] AI explainability and governance in smart energy systems: a review

R Alsaigh, R Mehmood, I Katib - Frontiers in Energy Research, 2023 - frontiersin.org
Traditional electrical power grids have long suffered from operational unreliability, instability,
inflexibility, and inefficiency. Smart grids (or smart energy systems) continue to transform the …

Double-edged defense: Thwarting cyber attacks and adversarial machine learning in iec 60870-5-104 smart grids

H Teryak, A Albaseer, M Abdallah… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Smart grids (SGs), a cornerstone of modern power systems, facilitate efficient management
and distribution of electricity. Despite their advantages, increased connectivity and reliance …

Cross‐layered distributed data‐driven framework for enhanced smart grid cyber‐physical security

A Starke, K Nagaraj, C Ruben, N Aljohani… - IET Smart …, 2022 - Wiley Online Library
Smart Grid (SG) research and development has drawn much attention from academia,
industry and government due to the great impact it will have on society, economics and the …

USAGE: Uncertain flow graph and spatio-temporal graph convolutional network-based saturation attack detection method

K Wang, Y Cui, Q Qian, Y Chen, C Guo… - Journal of Network and …, 2023 - Elsevier
With the development of Software-Defined Networking (SDN), its security problems have
attached interests from academia. The saturation attack targeted at the SDN switch is one of …

Integrated Planning of Multi-energy Grids: Concepts and Challenges

M Mostafa, D Vorwerk, J Heise, A Povel… - … 2022; Conference on …, 2022 - ieeexplore.ieee.org
To meet ever-stricter climate targets and achieve the eventual decarbonization of the energy
supply of German industrial metropolises, the focus is on gradually phasing out nuclear …

[HTML][HTML] A White Shark Equilibrium Optimizer with a Hybrid Deep-Learning-Based Cybersecurity Solution for a Smart City Environment

L Almuqren, SS Aljameel, H Alqahtani, SS Alotaibi… - Sensors, 2023 - mdpi.com
Smart grids (SGs) play a vital role in the smart city environment, which exploits digital
technology, communication systems, and automation for effectively managing electricity …

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] TITAN: Combining a bidirectional forwarding graph and GCN to detect saturation attack targeted at SDN

L Ran, Y Cui, J Zhao, H Yang - Plos one, 2024 - journals.plos.org
The decoupling of control and forwarding layers brings Software-Defined Networking (SDN)
the network programmability and global control capability, but it also poses SDN security …

[PDF][PDF] Multi-Domain Malicious Behavior Knowledge Base Framework for Multi-Type DDoS Behavior Detection.

O Liu, K Li, Z Yin, D Gao, H Zhou - Intelligent Automation & Soft …, 2023 - cdn.techscience.cn
Due to the many types of distributed denial-of-service attacks (DDoS) attacks and the large
amount of data generated, it becomes a challenge to manage and apply the malicious …

Data Mining and Deep Learning Systems for Network Traffic Classification and Characterization at Scale

M Kapoor - 2023 - search.proquest.com
The real, complex network environment consists of an ever-increasingly diverse and large
amount of data encapsulated in packets. Surveillance and monitoring of this traffic is a …