Dependency-Based Neural Representations for Classifying Lines of Programs

Shashank Srikant, Nicolas Lesimple, Una-May O'Reilly

We investigate the problem of classifying a line of program as containing a vulnerability or not using machine learning. Such a line-level classification task calls for a program r…