Revisiting the Performance of Deep Learning-Based Vulnerability Detection on Realistic Datasets

Abstract

We revisit the performance of deep learning-based vulnerability detection approaches on realistic datasets, finding that many existing techniques may not perform as well as previously reported when evaluated under more rigorous conditions.