@article{sparksecurityknowledgeprimingandrepresen,
  title = {Activating Latent Security Knowledge through LLM-Guided Risk Analysis for Secure Code Generation},
  author = {Xiaoyun Xu and Lichao Wu and Jona te Lintelo and Siyu Zhang and Stjepan Picek},
  year = {2026},
  eprint = {2606.16244},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.16244},
}