Mallek Mziou-Sallami

15 papers B 1Journal 6Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
AI3D: Multimodal verification system against projective attacks for deep learning classifiers.
Pattern Recognit.
Imen Smati, Rania Khalsi, Faouzi Ghorbel, Mallek Mziou-Sallami
2025 J jnl
GNNenrich: a novel method for pathway enrichment analysis based on graph neural network.
Bioinform.
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
2024 — conf
Federated learning for oncology: Breast Cancer subtyping Case Study Using Gene Expression.
BIBM
Karl Paygambar, Mallek Mziou-Sallami, Fabien Baligand, Vincent Meyer
2024 J jnl
Robust watermarking method based on the Analytical Clifford Fourier Mellin Transform.
Multim. Tools Appl.
Maroua Affes Jemal, Mallek Mziou-Sallami, Faouzi Ghorbel
2023 J jnl
DeepGCSS: a robust and explainable contour classifier providing generalized curvature scale space features.
Neural Comput. Appl.
Mallek Mziou-Sallami, Rania Khalsi, Imen Smati, Slim M'hiri, Faouzi Ghorbel
2022 B conf
A Novel System for Deep Contour Classifiers Certification Under Filtering Attacks.
ICIP
Rania Khalsi, Imen Smati, Mallek Mziou-Sallami, Faouzi Ghorbel
2022 — conf
ContourVerifier: A Novel System for the Robustness Evaluation of Deep Contour Classifiers.
ICAART (3)
Rania Khalsi, Mallek Mziou-Sallami, Imen Smati, Faouzi Ghorbel
2022 J jnl
Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models.
Neural Comput. Appl.
Faouzi Adjed, Mallek Mziou-Sallami, Frédéric Pelliccia, Mehdi Rezzoug, Lucas Schott, Christophe Bohn, Yesmina Jaâfra
2022 — conf
Integrative System of Deep Classifiers Certification: Case of Convolutional Attacks.
ICAART (Revised Selected Paper
Imen Smati, Rania Khalsi, Mallek Mziou-Sallami, Faouzi Adjed, Faouzi Ghorbel
2022 — conf
Towards a Certification of Deep Image Classifiers against Convolutional Attacks.
ICAART (2)
Mallek Mziou-Sallami, Faouzi Adjed
2021 — conf
Improving Decision-Making-Process for Robot Navigation Under Uncertainty.
ICAART (2)
Mohamed Ibn Khedher, Mallek Mziou-Sallami, Makhlouf Hadji
2019 — conf
Safety and Robustness of Deep Neural Networks Object Recognition Under Generic Attacks.
ICONIP (4)
Mallek Mziou-Sallami, Mohamed Ibn Khedher, Asma Trabelsi, Samy Kerboua-Benlarbi, Dimitri Bettebghor
2018 — conf
A New Crypto-classifier Service for Energy Efficiency in Smart Cities.
SMARTGREENS
Oana Stan, Mohamed-Haykel Zayani, Renaud Sirdey, Amira Ben Hamida, Alessandro Ferreira Leite, Mallek Mziou-Sallami
2018 — conf
A SaaS Implementation of a New Generic Crypto-Classifier Service for Secure Energy Efficiency in Smart Cities.
SMARTGREENS/VEHITS (Selected Papers)
Oana Stan, Mohamed-Haykel Zayani, Renaud Sirdey, Amira Ben Hamida, Mallek Mziou-Sallami, Alessandro Ferreira Leite
2017 J jnl
A New Crypto-Classifier Service for Energy Efficiency in Smart Cities.
IACR Cryptol. ePrint Arch.
Oana Stan, Mohamed-Haykel Zayani, Renaud Sirdey, Amira Ben Hamida, Alessandro Ferreira Leite, Mallek Mziou-Sallami