2 papers
cs.CR2024
On the Effectiveness of Function-Level Vulnerability Detectors for Inter-Procedural Vulnerabilities
Zhen Li, Ning Wang, Deqing Zou +5
Software vulnerabilities are a major cyber threat and it is important to detect them. One important approach to detecting vulnerabilities is to use deep learning while treating a p…
cs.SE2023
Robin: A Novel Method to Produce Robust Interpreters for Deep Learning-Based Code Classifiers
Zhen Li, Ruqian Zhang, Deqing Zou +5
Deep learning has been widely used in source code classification tasks, such as code classification according to their functionalities, code authorship attribution, and vulnerabili…