Yes We can: Watermarking Machine Learning Models beyond Classification. - Sofiane Lounici; Mohamed Njeh; Orhan Ermis; Melek Önen; Slim Trabelsi (CSF, 2021)

Optimizing Leak Detection in Open-source Platforms with Machine Learning Techniques. - Sofiane Lounici; Marco Rosa; Carlo Maria Negri; Slim Trabelsi; Melek Önen (ICISSP, 2021)

Preventing Watermark Forging Attacks in a MLaaS Environment. - Sofiane Lounici; Mohamed Njeh; Orhan Ermis; Melek Önen; Slim Trabelsi (SECRYPT, 2021)

BlindSpot: Watermarking Through Fairness. - Sofiane Lounici; Melek Önen; Orhan Ermis; Slim Trabelsi (IH&MMSec, 2022)

Watermarking machine learning models. (Tatouage numérique des modèles d'apprentissage automatique). - Sofiane Lounici (2022)