An Empirical Study of Deep Learning Models for Vulnerability Detection

Benjamin Steenhoek, Md Mahbubur Rahman, Richard Jiles +1

Deep learning (DL) models of code have recently reported great progress for vulnerability detection. In some cases, DL-based models have outperformed static analysis tools. Althoug…