2 papers
cs.SE2024
Improving Data Curation of Software Vulnerability Patches through Uncertainty Quantification
Hui Chen, Yunhua Zhao, Kostadin Damevski
The changesets (or patches) that fix open source software vulnerabilities form critical datasets for various machine learning security-enhancing applications, such as automated vul…
cs.SE2023
Deep Incremental Learning of Imbalanced Data for Just-In-Time Software Defect Prediction
Yunhua Zhao, Hui Chen
This work stems from three observations on prior Just-In-Time Software Defect Prediction (JIT-SDP) models. First, prior studies treat the JIT-SDP problem solely as a classification…