IoT Devices Recognition Through Network Traffic Analysis. - Mustafizur R. Shahid; Gregory Blanc; Zonghua Zhang; Hervé Debar (IEEE BigData, 2018)

Anomalous Communications Detection in IoT Networks Using Sparse Autoencoders. - Mustafizur R. Shahid; Gregory Blanc; Zonghua Zhang; Hervé Debar (NCA, 2019)

Generative Deep Learning for Internet of Things Network Traffic Generation. - Mustafizur R. Shahid; Gregory Blanc; Houda Jmila; Zonghua Zhang; Hervé Debar (PRDC, 2020)

CVSS-BERT: Explainable Natural Language Processing to Determine the Severity of a Computer Security Vulnerability from its Description. - Mustafizur R. Shahid; Hervé Debar (ICMLA, 2021)

Deep learning for Internet of Things (IoT) network security. (Apprentissage profond (deep learning) pour la sécurité des réseaux d'objets connectés (IoT)). - Mustafizur Rahman Shahid (2021)

A Survey of Smart Home IoT Device Classification Using Machine Learning-Based Network Traffic Analysis. - Houda Jmila; Gregory Blanc; Mustafizur R. Shahid; Marwan Lazrag (IEEE Access, 2022)