@article{llmbasedvulnerablecodeaugmentationgenera,
  title = {LLM-based Vulnerable Code Augmentation: Generate or Refactor?},
  author = {Dyna Soumhane Ouchebara and Stéphane Dupont},
  year = {2025},
  eprint = {2512.08493},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.08493},
}