@article{cyberevolverstructuredselfevolutionforcy,
  title = {CyberEvolver: Structured Self-Evolution for Cybersecurity Agents On the Fly},
  author = {Yihe Fan and Changyi Li and Lichen Xu and Xudong Pan and Jiarun Dai and Hong Geng and Min Yang},
  year = {2026},
  eprint = {2605.26195},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.26195},
}