AI for DevSecOps: A Landscape and Future Opportunities

M Fu, J Pasuksmit, C Tantithamthavorn - arXiv preprint arXiv:2404.04839, 2024 - arxiv.org
DevOps has emerged as one of the most rapidly evolving software development paradigms.
With the growing concerns surrounding security in software systems, the DevSecOps …

An llm-based approach to recover traceability links between security requirements and goal models

J Hassine - Proceedings of the 28th International Conference on …, 2024 - dl.acm.org
The recovery of requirements traceability links between goal models and requirements is
crucial for ensuring alignment between stakeholder objectives and system specifications …

[HTML][HTML] MTLink: Adaptive multi-task learning based pre-trained language model for traceability link recovery between issues and commits

Y Deng, B Wang, Q Zhu, J Liu, J Kuang, X Li - Journal of King Saud …, 2024 - Elsevier
Traceability links between issues and commits (issue-commit links recovery (ILR)) play a
significant role in software maintenance tasks by enhancing developers' observability in …

Deep semi-supervised learning for recovering traceability links between issues and commits

J Zhu, G Xiao, Z Zheng, Y Sui - Journal of Systems and Software, 2024 - Elsevier
Traceability links between issues and commits record valuable information about the
evolutionary history of software projects. Unfortunately, these links are often missing. While …