MoreFixes: A large-scale dataset of CVE fix commits mined through enhanced repository discovery

J Akhoundali, SR Nouri, K Rietveld… - Proceedings of the 20th …, 2024 - dl.acm.org
Vulnerability datasets have become an important instrument in software security research,
being used to develop automated, machine learning-based vulnerability detection and …

Improving Long-Tail Vulnerability Detection Through Data Augmentation Based on Large Language Models

X Deng, F Duan, R Xie, W Ye… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
The ability of automatic vulnerability detection models largely depends on the dataset used
for training. However, annotating these datasets is costly and time-consuming, leading to a …