Ming Fan

Revisiting Graph Representations for ML-Based Binary Code Similarity Detection: A Systematic Study

Binary Code Similarity Detection (BCSD) is a foundational capability in software security, underpinning critical applications ranging from vulnerability detection to malware analysis. While recent tools based on Machine Learning (ML) have achieved significant performance improvements, their efficacy is heavily continge...