Imbalanced tabular data modelization using CTGAN and machine learning to improve IoT Botnet attacks detection. - Omar Habibi; Mohammed Chemmakha; Mohamed Lazaar (Eng. Appl. Artif. Intell., 2023)

An end-to-end learning approach for enhancing intrusion detection in Industrial-Internet of Things. - Karima Hassini; Safae Khalis; Omar Habibi; Mohammed Chemmakha; Mohamed Lazaar (Knowl. Based Syst., 2024)

Towards a Deep Learning Approach for IoT Attack Detection Based on a New Generative Adversarial Network Architecture and Gated Recurrent Unit. - Mohammed Chemmakha; Omar Habibi; Mohamed Lazaar (J. Netw. Syst. Manag., 2024)