VulDec: Vulnerability Detection in Binaries Via Neural Decompilation

Automated vulnerability detection in binary executables is challenging due to the lack of source code and the limited semantic information available at the assembly level. Despite significant progress in machine-learning-based code analysis, the field still lacks methodologies and large,...