24 citations · 39 across the 4 of their papers we have counts for
4 papers
Lightweight Intrusion Detection in IoT via SHAP-Guided Feature Pruning and Knowledge-Distilled Kronecker Networks
Hafsa Benaddi, Mohammed Jouhari, Nouha Laamech +2
The widespread deployment of Internet of Things (IoT) devices requires intrusion detection systems (IDS) with high accuracy while operating under strict resource constraints. Conve…
Efficient Intrusion Detection: Combining Feature Selection with CNN-BiLSTM on the UNSW-NB15 Dataset
Mohammed Jouhari, Hafsa Benaddi, Khalil Ibrahimi
Intrusion Detection Systems (IDSs) have played a significant role in the detection and prevention of cyber-attacks in traditional computing systems. It is not surprising that this…
Enhanced Intrusion Detection System for Multiclass Classification in UAV Networks
Safaa Menssouri, Mamady Delamou, Khalil Ibrahimi +1
Unmanned Aerial Vehicles (UAVs) have become increasingly popular in various applications, especially with the emergence of 6G systems and networks. However, their widespread adopti…
Deep Reinforcement Learning-based Energy Efficiency Optimization For Flying LoRa Gateways
Mohammed Jouhari, Khalil Ibrahimi, Jalel Ben Othman +1
A resource-constrained unmanned aerial vehicle (UAV) can be used as a flying LoRa gateway (GW) to move inside the target area for efficient data collection and LoRa resource manage…