A review of distribution network applications based on smart meter data analytics

CL Athanasiadis, TA Papadopoulos… - … and Sustainable Energy …, 2024 - Elsevier
The large-scale roll-out of smart meters allows the collection of a vast amount of fine-grained
electricity consumption data. Once analyzed, such data can enable cutting-edge data-driven …

5G Network Slicing: Analysis of Multiple Machine Learning Classifiers

M Malkoc, HA Kholidy - arXiv preprint arXiv:2310.01747, 2023 - arxiv.org
The division of one physical 5G communications infrastructure into several virtual network
slices with distinct characteristics such as bandwidth, latency, reliability, security, and service …

Enhancing Security in 5G Networks: A Hybrid Machine Learning Approach for Attack Classification

HA Kholidy, A Berrouachedi… - 2023 20th ACS/IEEE …, 2023 - ieeexplore.ieee.org
Over the last decade, the demand for greater security in 5G networks has grown
significantly. Ensuring data security during transmission against external attacks has …

Secure the 5G and beyond networks with zero trust and access control systems for cloud native architectures

HA Kholidy, K Disen, A Karam… - 2023 20th ACS/IEEE …, 2023 - ieeexplore.ieee.org
5G networks are highly distributed, built on an open service-based architecture that requires
multi-vendor hardware and software development environments, all of which create a high …

Innovative Routing Solutions: Centralized Hypercube Routing Among Multiple Clusters in 5G Networks

AA Abushgra, HA Kholidy… - 2023 20th ACS/IEEE …, 2023 - ieeexplore.ieee.org
In the ever-evolving landscape of real-time usage, there is a constant pursuit of
advancements in infrastructures and technologies to meet the growing demand for network …

A review of privacy-preserving and efficient data collection and aggregation in smart grids

W Donnelly, P Keifer, R Minor… - … on Information and …, 2023 - ieeexplore.ieee.org
The smart grid fuses the traditional electrical power grid with smart technology to allow for a
more distributed, bidirectional flow of communication, data, and electricity. Its advanced …

[HTML][HTML] Research on key technologies of high energy efficiency and low power consumption of new data acquisition equipment of power Internet of Things based on …

X Li, H Zhao, Y Feng, J Li, Y Zhao, X Wang - International Journal of …, 2024 - Elsevier
Energy efficiency is a critical problem that drives consideration of smart cities and urban
areas' development. Energy security and the smart environment face enormous problems …

Smart Preventive Maintenance of Hybrid Networks and IoT Systems Using Software Sensing and Future State Prediction

M Minea, VL Minea, A Semenescu - Sensors, 2023 - mdpi.com
At present, IoT and intelligent applications are developed on a large scale. However, these
types of new applications require stable wireless connectivity with sensors, based on …

Deep Anomaly Detection Framework Utilizing Federated Learning for Electricity Theft Zero-Day Cyberattacks

A Alshehri, MM Badr, M Baza, H Alshahrani - Sensors, 2024 - mdpi.com
Smart power grids suffer from electricity theft cyber-attacks, where malicious consumers
compromise their smart meters (SMs) to downscale the reported electricity consumption …

Smart Grid Security: An Effective Hybrid CNN-Based Approach for Detecting Energy Theft Using Consumption Patterns

MZ Gunduz, R Das - Sensors, 2024 - mdpi.com
In Internet of Things-based smart grids, smart meters record and report a massive number of
power consumption data at certain intervals to the data center of the utility for load …