@article{fortifyingllmbasedcodegenerationwithgrap, title = {Fortifying LLM-Based Code Generation with Graph-Based Reasoning on Secure Coding Practices}, author = {Rupam Patir and Keyan Guo and Haipeng Cai and Hongxin Hu}, year = {2025}, eprint = {2510.09682}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.09682}, }