98 citations · 103 across the 11 of their papers we have counts for
11 papers
CITADEL: CSI-Based Jamming Detection and Open-Set Classification for IIoT Networks
Aymen Bouferroum, Ildi Alla, Valeria Loscri +2
Radio frequency jamming poses a critical threat to the availability of wireless Industrial Internet of Things (IIoT) networks. Existing detection and classification techniques are…
Accelerating Trust Convergence in IIoT: A ML Approach for Dynamic Network Conditions
Aymen Bouferroum, Valeria Loscri, Abderrahim Benslimane
In Industrial Internet of Things (IIoT) environments, trust management plays a vital role in securing systems, especially when dealing with resource-constrained devices. Traditiona…
Toward a Multi-Layer ML-Based Security Framework for Industrial IoT
Aymen Bouferroum, Valeria Loscri, Abderrahim Benslimane
The Industrial Internet of Things (IIoT) introduces significant security challenges as resource-constrained devices become increasingly integrated into critical industrial processe…
Enhancing LEO Mega-Constellations with Inter-Satellite Links: Vision and Challenges
Chenyu Wu, Shuai Han, Qian Chen +3
Low Earth orbit (LEO) satellites have been envisioned as a significant component of the sixth generation (6G) network architecture for achieving ubiquitous coverage and seamless ac…
Trade Privacy for Utility: A Learning-Based Privacy Pricing Game in Federated Learning
Yuntao Wang, Zhou Su, Yanghe Pan +4
To prevent implicit privacy disclosure in sharing gradients among data owners (DOs) under federated learning (FL), differential privacy (DP) and its variants have become a common p…
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach
Yuntao Wang, Zhou Su, Abderrahim Benslimane +3
The proliferation of unmanned aerial vehicles (UAVs) opens up new opportunities for on-demand service provisioning anywhere and anytime, but also exposes UAVs to a variety of cyber…
A Learning-based Honeypot Game for Collaborative Defense in UAV Networks
Yuntao Wang, Zhou Su, Abderrahim Benslimane +3
The proliferation of unmanned aerial vehicles (UAVs) opens up new opportunities for on-demand service provisioning anywhere and anytime, but it also exposes UAVs to various cyber t…
A Platform-Free Proof of Federated Learning Consensus Mechanism for Sustainable Blockchains
Yuntao Wang, Haixia Peng, Zhou Su +3
Proof of work (PoW), as the representative consensus protocol for blockchain, consumes enormous amounts of computation and energy to determine bookkeeping rights among miners but d…
A Multi-Domain VNE Algorithm based on Load Balancing in the IoT networks
Peiying Zhang, Fanglin Liu, Chunxiao Jiang +3
Virtual network embedding is one of the key problems of network virtualization. Since virtual network mapping is an NP-hard problem, a lot of research has focused on the evolutiona…
Security-Aware Virtual Network Embedding Algorithm based on Reinforcement Learning
Peiying Zhang, Chao Wang, Chunxiao Jiang +1
Virtual network embedding (VNE) algorithm is always the key problem in network virtualization (NV) technology. At present, the research in this field still has the following proble…
SDN-based Resource Allocation in Edge and Cloud Computing Systems: An Evolutionary Stackelberg Differential Game Approach
Jun Du, Chunxiao Jiang, Abderrahim Benslimane +2
Recently, the boosting growth of computation-heavy applications raises great challenges for the Fifth Generation (5G) and future wireless networks. As responding, the hybrid edge a…