An invariant similarity registration algorithm based on the Analytical Fourier-Mellin Transform. - Malek Sellami; Faouzi Ghorbel (EUSIPCO, 2012)

Contours actifs avec a priori de forme basé sur la transformée de Fourier-Mellin analytique. - Slim M'hiri; Mohamed Amine Mezghich; Malek Sellami (Traitement du Signal, 2012)

Shape prior for an edge-based active contours using phase correlation. - Mohamed Amine Mezghich; Malek Sellami; Slim M'hiri; Faouzi Ghorbel (EUSIPCO, 2013)

Robust Object Segmentation using Active Contours and Shape Prior. - Mohamed Amine Mezghich; Malek Sellami; Slim M'hiri; Faouzi Ghorbel (ICPRAM, 2013)

Buildings detection from lidar data. - Malek Sallami; Titus Zaharia (ISCE, 2015)

Robust Color Watermarking Method Based on Clifford Transform. - Maroua Affes; Malek Sellami Meziou; Faouzi Ghorbel (ACIVS, 2016)

A Content-based Watermarking Scheme based on Clifford Fourier Transform. - Maroua Affes; Malek Sellami Meziou; Yassine Lehiani; Marius Preda; Faouzi Ghorbel (VISIGRAPP (3: VISAPP), 2016)

Geometric invariance in digital imaging for the preservation of cultural heritage in Tunisia. - Maweheb Saidani; Malek Sellami; Faouzi Ghorbel (Digit. Appl. Archaeol. Cult. Heritage, 2016)

A New Crypto-classifier Service for Energy Efficiency in Smart Cities. - Oana Stan; Mohamed-Haykel Zayani; Renaud Sirdey; Amira Ben Hamida; Alessandro Ferreira Leite; Mallek Mziou-Sallami (SMARTGREENS, 2018)

A SaaS Implementation of a New Generic Crypto-Classifier Service for Secure Energy Efficiency in Smart Cities. - Oana Stan; Mohamed-Haykel Zayani; Renaud Sirdey; Amira Ben Hamida; Mallek Mziou-Sallami; Alessandro Ferreira Leite (SMARTGREENS/VEHITS (Selected Papers), 2018)

Safety and Robustness of Deep Neural Networks Object Recognition Under Generic Attacks. - Mallek Mziou-Sallami; Mohamed Ibn Khedher; Asma Trabelsi; Samy Kerboua-Benlarbi; Dimitri Bettebghor (ICONIP (4), 2019)

Improving Decision-Making-Process for Robot Navigation Under Uncertainty. - Mohamed Ibn Khedher; Mallek Mziou-Sallami; Makhlouf Hadji (ICAART (2), 2021)

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

Towards a Certification of Deep Image Classifiers against Convolutional Attacks. - Mallek Mziou-Sallami; Faouzi Adjed (ICAART (2), 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)

Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models. - Faouzi Adjed; Mallek Mziou-Sallami; Frédéric Pelliccia; Mehdi Rezzoug; Lucas Schott; Christophe Bohn; Yesmina Jaâfra (Neural Comput. Appl., 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)

Federated learning for oncology: Breast Cancer subtyping Case Study Using Gene Expression. - Karl Paygambar; Mallek Mziou-Sallami; Fabien Baligand; Vincent Meyer (BIBM, 2024)

Robust watermarking method based on the Analytical Clifford Fourier Mellin Transform. - Maroua Affes Jemal; Mallek Mziou-Sallami; Faouzi Ghorbel (Multim. Tools Appl., 2024)

Breast Cancer Subtype Prediction From Histopathology: A TCGA-Based Study. - Cristina Marianini; Karl Paygambar; Vincent Meyer; Mallek Mziou (ICBBE, 2025)

GNNenrich: a novel method for pathway enrichment analysis based on graph neural network. - Mallek Mziou-Sallami; Pierrick Roger; Arnaud Gloaguen; Claire Dandine-Roulland; Thierry Jiogho Ngaho; Solène Brohard; Kévin Muret; Florian Sandron; Eric Bonnet; Jean-Francois Deleuze; Edith Le Floch; Vincent Meyer (Bioinform., 2025)

AI3D: Multimodal verification system against projective attacks for deep learning classifiers. - Imen Smati; Rania Khalsi; Faouzi Ghorbel; Mallek Mziou-Sallami (Pattern Recognit., 2026)