Robust multimedia spam filtering based on visual, textual, and audio deep features and random forest. - Marouane Kihal; Lamia Hamza (Multim. Tools Appl., 2023)

Advanced Binary Classification for Disease Detection in Trees Using a novel Machine-Deep Learning method. - Marouane Kihal; Lamia Hamza; Mohammed Charif Kihal (DAAfrica@CARI, 2024)

Efficient arabic and english social spam detection using a transformer and 2D convolutional neural network-based deep learning filter. - Marouane Kihal; Lamia Hamza (Int. J. Inf. Sec., 2025)