System Identification based on Multi-kernel Least Squares Support Vector Machines (Multi-kernel LS-SVM). - Mounira Tarhouni; Kaouther Laabidi; Moufida Lahmari-Ksouri; Salah Zidi (IJCCI (ICFC-ICNC), 2010)

Least squares support kernel machines (LS-SKM) for identification. - Mounira Tarhouni; Salah Zidi; Kaouther Laabidi; Moufida Lahmari-Ksouri (Int. J. Model. Identif. Control., 2012)

Support kernels regression for NARMA system identification (SKRNARMA). - Mounira Tarhouni; Salah Zidi; Kaouther Laabidi; Moufida Lahmari-Ksouri (Int. J. Model. Identif. Control., 2014)

A Novel Realistic Dataset for Intrusion Detection in IoT based on Machine Learning. - Walid Dhifallah; Mounira Tarhouni; Tarek Moulahi; Salah Zidi (ISNCC, 2021)

Comparative Study of Misbehavior Detection System for Classifying misbehaviors on VANET. - Omessaad Slama; Bechir Alaya; Salah Zidi; Mounira Tarhouni (CoDIT, 2022)

One Versus All Binary Tree Method to Classify Misbehaviors in Imbalanced VeReMi Dataset. - Omessaad Slama; Mounira Tarhouni; Salah Zidi; Bechir Alaya (IEEE Access, 2023)

A distributed intrusion detection framework for vehicular Ad Hoc networks via federated learning and Blockchain. - Fedwa Mansouri; Mounira Tarhouni; Bechir Alaya; Salah Zidi (Ad Hoc Networks, 2025)

Blockchain-based privacy-preserving technology to secure shared data in vehicular communication. - Omessaad Slama; Walid Dhifallah; Salah Zidi; Jaime Lloret 001; Bechir Alaya; Mounira Tarhouni (Int. J. Commun. Networks Distributed Syst., 2025)

Towards smart home automation based on containerization. - Mounira Tarhouni; Ibrahim Aloui (Clust. Comput., 2025)