Activating Latent Security Knowledge through LLM-Guided Risk Analysis for Secure Code Generation

Xiaoyun Xu, Lichao Wu, Jona te Lintelo +3

Large language models are pretrained on extensive software and security corpora, yet they frequently generate functionally correct code containing well-known vulnerabilities. Exist…