A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection

Seyed Shayan Daneshvar, Da Tan, Shaowei Wang +1

Various deep learning (DL) methods have recently been utilized to detect software vulnerabilities. Real-world software vulnerability datasets are rare and hard to acquire, as there…