Search Results for author: Zhoujie Ding

Found 2 papers, 2 papers with code

DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection

1 code implementation • 1 Apr 2023 • Yizheng Chen, Zhoujie Ding, Lamya Alowain, Xinyun Chen, David Wagner

Combining our new dataset with previous datasets, we present an analysis of the challenges and promising research directions of using deep learning for detecting software vulnerabilities.

Feature Engineering Vulnerability Detection

Paper
Code

Continuous Learning for Android Malware Detection

2 code implementations • 8 Feb 2023 • Yizheng Chen, Zhoujie Ding, David Wagner

We propose a new hierarchical contrastive learning scheme, and a new sample selection technique to continuously train the Android malware classifier.

Active Learning Android Malware Detection +2

Paper
Code

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