@article{whendeveloperaidbecomessecuritydebtasyst,
  title = {When Developer Aid Becomes Security Debt: A Systematic Analysis of Insecure Behaviors in LLM Coding Agents},
  author = {Matous Kozak and Roshanak Zilouchian Moghaddam and Siva Sivaraman},
  year = {2025},
  eprint = {2507.09329},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.09329},
}