Review of the data-driven methods for electricity fraud detection in smart metering systems

MM Badr, MI Ibrahem, HA Kholidy, MM Fouda, M Ismail - Energies, 2023 - mdpi.com
In smart grids, homes are equipped with smart meters (SMs) to monitor electricity
consumption and report fine-grained readings to electric utility companies for billing and …

Contributions of the 5G Network with Respect to Decent Work and Economic Growth (Sustainable Development Goal 8): A Systematic Review of the Literature

S Beltozar-Clemente, O Iparraguirre-Villanueva… - Sustainability, 2023 - mdpi.com
Decent work and economic growth are fundamental elements for the sustainable
development of a society, with Sustainable Development Goal 8 (SDG8) being one of the …

Toward zero trust security in 5g open architecture network slices

HA Kholidy, A Karam, J Sidoran… - MILCOM 2022-2022 …, 2022 - ieeexplore.ieee.org
Develo** trust in 5G network slicing is an important issue since as mobile networks evolve
the number of internal components, network functions, and the use of virtualized elements …

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 …

An innovative hashgraph-based federated learning approach for multi domain 5g network protection

HA Kholidy, R Kamaludeen - 2022 IEEE Future Networks World …, 2022 - ieeexplore.ieee.org
Federated Learning (FL) is a decentralized learning approach, meaning it learns from data
housed locally on devices such as tablets, cellular phones, and more, and does not collect …

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 …

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 …

A smart network slicing provisioning framework for 5G-based IoT networks

HA Kholidy - 2023 10th International Conference on Internet of …, 2023 - ieeexplore.ieee.org
5G is driving change in the Internet of Things (IoT). It is a powerful technology for a new
generation of use cases that leverage edge computing to make IoT more efficient and …

An experimental 5g testbed for secure network slicing evaluation

HA Kholidy, A Karam, JH Reed… - 2022 IEEE Future …, 2022 - ieeexplore.ieee.org
Network slicing is a key feature of 5G that enables network operators to physically segregate
traffic on different radio networks, slice a single network, or combine the capacity of multiple …