Evaluating Behavior Graph Reduction Strategies for Machine Learning-Based Malware Detection
Samy Bettaieb*, Serena Lucca*, Charles-Henry Bertrand Van Ouytsel, Axel Legay, Etienne Rivière
24th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), Guiyang, China
Simplicity Performs, But Should It? Examining Malware Detection Benchmark Datasets
Samy Bettaieb, Laurens D'hooge, Charles-Henry Bertrand Van Ouytsel, Axel Legay, Etienne Rivière, Miel Verkerken, Bruno Volckaert
Workshop on Security and Artificial Intelligence (SECAI), co-located with ESORICS 2025, Toulouse, France
A Unified Comparison of Tabular and Graph-Based Feature Representations in Machine Learning for Malware Detection
Samy Bettaieb*, Serena Lucca*, Charles-Henry Bertrand Van Ouytsel, Axel Legay, Etienne Rivière
4th Workshop on Rethinking Malware Analysis (WoRMA), co-located with IEEE EuroS&P 2025, Venice, Italy
Best Paper Award
Automated Vulnerability Detection in Smart Contracts using Control Flow Graphs and Machine Learning
Charles Lohest, Samy Bettaieb, Axel Legay
Annual Computer Security Applications Conference Workshops (ACSAC Workshops), 2024
