4 papers
CSI Simulation: Why Additive Noise Fails and How to Fix It
Aymen Bouferroum, Ildi Alla, Vincent Lenders +1
Channel State Information (CSI) has become a widely used wireless channel sensing modality for applications such as indoor localization, activity recognition, and respiration monit…
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…