A Systematic Evaluation of Parameter-Efficient Fine-Tuning Methods for the Security of Code LLMs

Kiho Lee, Jungkon Kim, Doowon Kim +1

Code-generating Large Language Models (LLMs) significantly accelerate software development. However, their frequent generation of insecure code presents serious risks. We present a…