[HTML][HTML] Encoder decoder-based Virtual Physically Unclonable Function for Internet of Things device authentication using split-learning

R Khan, HB Eldeeb, B Mefgouda, O Alhussein… - Computers & …, 2025 - Elsevier
Abstract Internet of Things (IoT) networks have been deployed widely making device
authentication a crucial requirement that poses challenges related to security vulnerabilities …

CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication

M Wazzeh, M Arafeh, H Sami, H Ould-Slimane… - arxiv preprint arxiv …, 2024 - arxiv.org
In the ever-changing world of technology, continuous authentication and comprehensive
access management are essential during user interactions with a device. Split Learning (SL) …

Resource-Aware Split Federated Learning for Fall Detection in the Metaverse

M Wazzeh, A Hammoud, M Guizani… - … on Wireless and …, 2024 - ieeexplore.ieee.org
As the Metaverse develops, it is becoming more crucial to prioritize the safety of users,
especially regarding the potential risks, such as users experiencing dizziness or making …

A Review on Advancing Cybersecurity Frameworks by Integrating Machine Intelligence with Federated Learning

V Patil, J Moolchandani… - … Conference on IoT Based …, 2024 - ieeexplore.ieee.org
In today's world, the growth of connected networks has also created a significant risk due to
increasing risks of cyber-attacks. In this paper, various hybrid cybersecurity frameworks have …