Exploratory Data Analysis of a Network Telescope Traffic and Prediction of Port Probing Rates. - Mehdi Zakroum; Abdellah Houmz; Mounir Ghogho; Ghita Mezzour; Abdelkader Lahmadi; Jérôme François; Mohammed El Koutbi (ISI, 2018)

Deep Learning for Inferring the Surface Solar Irradiance from Sky Imagery. - Mehdi Zakroum; Mounir Ghogho; Mustapha Faqir; Mohamed Aymane Ahajjam (CoRR, 2018)

Monitoring Network Telescopes and Inferring Anomalous Traffic Through the Prediction of Probing Rates. - Mehdi Zakroum; Jérôme François; Isabelle Chrisment; Mounir Ghogho (IEEE Trans. Netw. Serv. Manag., 2022)

Multi-label Classification of Hosts Observed through a Darknet. - Enzo d'Andréa; Jérôme François; Olivier Festor; Mehdi Zakroum (NOMS, 2023)

Spatio-Temporal Forecasting: A Survey of Data-Driven Models Using Exogenous Data. - Safaa Berkani; Bassma Guermah; Mehdi Zakroum; Mounir Ghogho (IEEE Access, 2023)

Self-Supervised Latent Representations of Network Flows and Application to Darknet Traffic Classification. - Mehdi Zakroum; Jérôme François; Mounir Ghogho; Isabelle Chrisment (IEEE Access, 2023)

Machine Learning for the Automation of Cyber-threat Monitoring and Inference. (Apprentissage automatique pour l'automatisation de la surveillance et l'inférence des cybermenaces). - Mehdi Zakroum (2023)

PD-VOST: Parkinson's Disease Voice Spectrogram Transformer. - Ilias Tougui; Mehdi Zakroum; Ouassim Karrakchou; Mounir Ghogho (ICASSP, 2025)