ContourVerifier: A Novel System for the Robustness Evaluation of Deep Contour Classifiers. - Rania Khalsi; Mallek Mziou-Sallami; Imen Smati; Faouzi Ghorbel (ICAART (3), 2022)

Integrative System of Deep Classifiers Certification: Case of Convolutional Attacks. - Imen Smati; Rania Khalsi; Mallek Mziou-Sallami; Faouzi Adjed; Faouzi Ghorbel (ICAART (Revised Selected Paper, 2022)

A Novel System for Deep Contour Classifiers Certification Under Filtering Attacks. - Rania Khalsi; Imen Smati; Mallek Mziou-Sallami; Faouzi Ghorbel (ICIP, 2022)

DeepGCSS: a robust and explainable contour classifier providing generalized curvature scale space features. - Mallek Mziou-Sallami; Rania Khalsi; Imen Smati; Slim M'hiri; Faouzi Ghorbel (Neural Comput. Appl., 2023)