Malware Analysis with Artificial Intelligence and a Particular Attention on Results Interpretability. - Benjamin Marais; Tony Quertier; Christophe Chesneau (DCAI (1), 2021)

MERLIN - Malware Evasion with Reinforcement LearnINg. - Tony Quertier; Benjamin Marais; Stephane Morucci; Bertrand Fournel (CoRR, 2022)

Malware and Ransomware Detection Models. - Benjamin Marais; Tony Quertier; Stéphane Morucci (CoRR, 2022)

Neural Networks Optimizations Against Concept and Data Drift in Malware Detection. - William Maillet; Benjamin Marais (CoRR, 2023)

Améliorations des outils de détection de malwares par analyse statique grâce à des mécanismes d'intelligence artificielle. (Static analysis malware detection tools enhanced by artificial intelligence mechanisms). - Benjamin Marais (2023)

A Lean Transformer Model for Dynamic Malware Analysis and Detection. - Tony Quertier; Benjamin Marais; Grégoire Barrué; Stéphane Morucci; Sévan Azé; Sébastien Salladin (CoRR, 2024)

Semantic Preprocessing for LLM-based Malware Analysis. - Benjamin Marais; Tony Quertier; Grégoire Barrué (CoRR, 2025)