A survey on explainable ai for 6g o-ran: Architecture, use cases, challenges and research directions

B Brik, H Chergui, L Zanzi, F Devoti, A Ksentini… - arXiv preprint arXiv …, 2023 - arxiv.org
The recent O-RAN specifications promote the evolution of RAN architecture by function
disaggregation, adoption of open interfaces, and instantiation of a hierarchical closed-loop …

Mitfed: A privacy preserving collaborative network attack mitigation framework based on federated learning using sdn and blockchain

Z Abou El Houda, AS Hafid… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Distributed denial-of-service (DDoS) attacks continue to grow at a rapid rate plaguing
Internet Service Providers (ISPs) and individuals in a stealthy way. Thus, intrusion detection …

When collaborative federated learning meets blockchain to preserve privacy in healthcare

Z Abou El Houda, AS Hafid… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Data-driven Machine and Deep Learning (ML/DL) is an emerging approach that uses
medical data to build robust and accurate ML/DL models that can improve clinical decisions …

Collaborative energy-efficient routing protocol for sustainable communication in 5G/6G wireless sensor networks

HL Gururaj, R Natarajan, NA Almujally… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
One of the main problems with WSNs is that most sensor nodes in wireless sensor networks
(WSNs) are motorized by energy-constrained, which significantly affects the system's …

A mec-based architecture to secure iot applications using federated deep learning

Z Abou El Houda, B Brik, A Ksentini… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Internet of Things (IoT) is a promising paradigm that is considered as major enabler of smart
cities. However, with the emergence of IoT botnets, the number of unsecured IoT devices is …

Trust management in vehicular ad-hoc networks: Extensive survey

H Amari, Z Abou El Houda, L Khoukhi… - Ieee …, 2023 - ieeexplore.ieee.org
Over the past few decades, Intelligent Transportation System (ITS) has become a vital and
extensive element of daily human life and activity. Vehicular Ad hoc Networks (VANETs) …

Blockchain-Enabled Federated Learning for Enhanced Collaborative Intrusion Detection in Vehicular Edge Computing

Z Abou El Houda, H Moudoud, B Brik… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Intelligent Transportation Systems (ITSs) are transforming the global monitoring of road
safety. These systems, including vehicular networks and transportation infrastructure, are …

Multi-tasking federated learning meets blockchain to foster trust and security in the Metaverse

H Moudoud, S Cherkaoui - Ad Hoc Networks, 2023 - Elsevier
The Metaverse is a term that refers to a shared virtual space where users can interact with
each other and with a virtual environment in real-time. The Metaverse has gained a lot of …

Cyber threat actors review: examining the tactics and motivations of adversaries in the cyber landscape

Z Abou El Houda - Cyber Security for Next-Generation Computing …, 2024 - taylorfrancis.com
In the era of digital transformation, cybersecurity has become a critical issue for everyone.
Cyber threats refer to potential dangers and risks that can compromise the confidentiality …

Towards a Secure and Scalable Access Control System Using Blockchain

Z Abou El Houda, J Beaugeard… - … on Blockchain and …, 2023 - ieeexplore.ieee.org
Access control, both physical and virtual, has always been a crucial aspect in maintaining
the security of corporate information systems. Recently, several solutions have been …