Samy
Bettaieb
I'm a PhD student in Computer Security at UCLouvain, under the supervision of Pr. Etienne Rivière. I'm working on vulnerability detection and malware analysis using machine learning.
I have an interest in malware analysis and in cloud security.
I contribute to the SEMA toolchain by improving the symbolic execution exploration and by developing new machine learning classifiers.
Organisation
Unité
Articles
- Automated Vulnerability Detection in Smart Contracts using Control Flow Graphs and Machine Learning
- From exploration to classification: harnessing symbolic execution and graph neural networks in malware analysis
- Evaluating Behavior Graph Reduction Strategies for Machine Learning-Based Malware Detection
- A Unified Comparison of Tabular and Graph-Based Feature Representations in Machine Learning for Malware Detection