Crossing roads of federated learning and smart grids: Overview, challenges, and perspectives
Consumer's privacy is a main concern in Smart Grids (SGs) due to the sensitivity of energy
data, particularly when used to train machine learning models for different services. These …
data, particularly when used to train machine learning models for different services. These …
Smart meters for smart energy: a review of business intelligence applications
Smart Energy (SE) has emerged as a critical technology in tackling global challenges like
climate change while addressing the rising energy demands driven by today's data …
climate change while addressing the rising energy demands driven by today's data …
Smart grid security and privacy: From conventional to machine learning issues (threats and countermeasures)
PH Mirzaee, M Shojafar, H Cruickshank… - IEEE access, 2022 - ieeexplore.ieee.org
Smart Grid (SG) is the revolutionised power network characterised by a bidirectional flow of
energy and information between customers and suppliers. The integration of power …
energy and information between customers and suppliers. The integration of power …
A hierarchical federated learning-based intrusion detection system for 5g smart grids
X Sun, Z Tang, M Du, C Deng, W Lin, J Chen, Q Qi… - Electronics, 2022 - mdpi.com
As the core component of smart grids, advanced metering infrastructure (AMI) provides the
communication and control functions to implement critical services, which makes its security …
communication and control functions to implement critical services, which makes its security …
Intrusion Detection based on Federated Learning: a systematic review
JL Hernandez-Ramos, G Karopoulos… - arXiv preprint arXiv …, 2023 - arxiv.org
The evolution of cybersecurity is undoubtedly associated and intertwined with the
development and improvement of artificial intelligence (AI). As a key tool for realizing more …
development and improvement of artificial intelligence (AI). As a key tool for realizing more …
Developing an Intelligent Decision Support System for large-scale smart grid communication network planning
MA Mochinski, M Biczkowski, IJ Chueiri… - Knowledge-Based …, 2024 - Elsevier
The placement of routers and gateways in wireless communication networks for Smart Grid
Advanced Metering Infrastructure (AMI) is a complex problem often addressed in the …
Advanced Metering Infrastructure (AMI) is a complex problem often addressed in the …
An intelligent native network slicing security architecture empowered by federated learning
Network Slicing (NS) has transformed the landscape of resource sharing in networks,
offering flexibility to support services and applications with highly variable requirements in …
offering flexibility to support services and applications with highly variable requirements in …
Autonomous federated learning for distributed intrusion detection systems in public networks
ABZ Mahmoodi, S Sheikhi, E Peltonen… - IEEE Access, 2023 - ieeexplore.ieee.org
The rapid integration of IoT, cloud, and edge computing has resulted in highly
interconnected networks, emphasizing the need for advanced Intrusion Detection Systems …
interconnected networks, emphasizing the need for advanced Intrusion Detection Systems …
[HTML][HTML] A comprehensive survey of Federated Intrusion Detection Systems: Techniques, challenges and solutions
I Makris, A Karampasi, P Radoglou-Grammatikis… - Computer Science …, 2025 - Elsevier
Cyberattacks have increased radically over the last years, while the exploitation of Artificial
Intelligence (AI) leads to the implementation of even smarter attacks which subsequently …
Intelligence (AI) leads to the implementation of even smarter attacks which subsequently …
Real-time intrusion detection and prevention system for 5G and beyond software-defined networks
The philosophy of the IoT world is becoming important for a projected, always-connected
world. The 5G networks will significantly improve the value of 4G networks in the day-to-day …
world. The 5G networks will significantly improve the value of 4G networks in the day-to-day …