32 citations · 32 across the 2 of their papers we have counts for
2 papers
cs.SE2022
Noisy Label Learning for Security Defects
Roland Croft, M. Ali Babar, Huaming Chen
Data-driven software engineering processes, such as vulnerability prediction heavily rely on the quality of the data used. In this paper, we observe that it is infeasible to obtain…
cs.CR2022★ 32 cited
LineVD: Statement-level Vulnerability Detection using Graph Neural Networks
David Hin, Andrey Kan, Huaming Chen +1
Current machine-learning based software vulnerability detection methods are primarily conducted at the function-level. However, a key limitation of these methods is that they do no…