Data preparation for software vulnerability prediction: A systematic literature review R Croft, Y Xie, MA Babar IEEE Transactions on Software Engineering 49 (3), 1044-1063, 2022 | 46 | 2022 |
An empirical study of developers’ discussions about security challenges of different programming languages R Croft, Y Xie, M Zahedi, MA Babar, C Treude Empirical Software Engineering 27, 1-52, 2022 | 18 | 2022 |
Loggd: Detecting anomalies from system logs with graph neural networks Y Xie, H Zhang, MA Babar 2022 IEEE 22nd International conference on software quality, reliability and …, 2022 | 17 | 2022 |
Logdp: Combining dependency and proximity for log-based anomaly detection Y Xie, H Zhang, B Zhang, MA Babar, S Lu Service-Oriented Computing: 19th International Conference, ICSOC 2021 …, 2021 | 8 | 2021 |
LogSD: Detecting Anomalies from System Logs through Self-supervised Learning and Frequency-based Masking Y Xie, H Zhang, MA Babar arXiv preprint arXiv:2404.11294, 2024 | | 2024 |