30 citations · 39 across the 12 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
cs.SE2022★ 1 cited
Do I really need all this work to find vulnerabilities? An empirical case study comparing vulnerability detection techniques on a Java application
Sarah Elder, Nusrat Zahan, Rui Shu +4
CONTEXT: Applying vulnerability detection techniques is one of many tasks using the limited resources of a software project. OBJECTIVE: The goal of this research is to assist manag…
cs.CR2022★ 1 cited
Reducing the Cost of Training Security Classifier (via Optimized Semi-Supervised Learning)
Rui Shu, Tianpei Xia, Huy Tu +2
Background: Most of the existing machine learning models for security tasks, such as spam detection, malware detection, or network intrusion detection, are built on supervised mach…
cs.CR2022★ 1 cited
Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue
Rui Shu, Tianpei Xia, Laurie Williams +1
Background: Machine learning techniques have been widely used and demonstrate promising performance in many software security tasks such as software vulnerability prediction. Howev…