Improving vulnerability type prediction and line-level detection via adversarial training-based data augmentation and multi-task learning

Siyu Chen, Jiongyi Yang, Xiang Chen +3

Context: Software vulnerabilities pose a significant threat to modern software systems, as evidenced by the growing number of reported vulnerabilities and cyberattacks. These escal…