VGX: Large-Scale Sample Generation for Boosting Learning-Based Software Vulnerability Analyses

Y Nong, R Fang, G Yi, K Zhao, X Luo, F Chen… - Proceedings of the IEEE …, 2024 - dl.acm.org
Accompanying the successes of learning-based defensive software vulnerability analyses is
the lack of large and quality sets of labeled vulnerable program samples, which impedes …

Learning to Detect and Localize Multilingual Bugs

H Yang, Y Nong, T Zhang, X Luo, H Cai - Proceedings of the ACM on …, 2024 - dl.acm.org
Increasing studies have shown bugs in multi-language software as a critical loophole in
modern software quality assurance, especially those induced by language interactions (ie …

VinJ: An Automated Tool for Large-Scale Software Vulnerability Data Generation

Y Nong, H Yang, F Chen, H Cai - Companion Proceedings of the 32nd …, 2024 - dl.acm.org
We present VinJ, an efficient automated tool for large-scale diverse vulnerability data
generation. VinJ automatically generates vulnerability data by injecting vulnerabilities into …