@article{prosecfortifyingcodellmswithproactive,
  title = {ProSec: Fortifying Code LLMs with Proactive Security Alignment},
  author = {Xiangzhe Xu and Zian Su and Jinyao Guo and Kaiyuan Zhang and Zhenting Wang and Xiangyu Zhang},
  year = {2024},
  eprint = {2411.12882},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2411.12882v3},
}