3 papers
cs.SE2025
VulGuard: An Unified Tool for Evaluating Just-In-Time Vulnerability Prediction Models
Duong Nguyen, Manh Tran-Duc, Thanh Le-Cong +3
We present VulGuard, an automated tool designed to streamline the extraction, processing, and analysis of commits from GitHub repositories for Just-In-Time vulnerability prediction…
cs.SE2025
Toward Realistic Evaluations of Just-In-Time Vulnerability Prediction
Duong Nguyen, Thanh Le-Cong, Triet Huynh Minh Le +2
Modern software systems are increasingly complex, presenting significant challenges in quality assurance. Just-in-time vulnerability prediction (JIT-VP) is a proactive approach to…
cs.CR2024
FedBlock: A Blockchain Approach to Federated Learning against Backdoor Attacks
Duong H. Nguyen, Phi L. Nguyen, Truong T. Nguyen +2
Federated Learning (FL) is a machine learning method for training with private data locally stored in distributed machines without gathering them into one place for central learnin…