Transformer-based Vulnerability Detection in Code at EditTime: Zero-shot, Few-shot, or Fine-tuning?

23 May 2023

Papers citing "Transformer-based Vulnerability Detection in Code at EditTime: Zero-shot, Few-shot, or Fine-tuning?"

4 / 4 papers shown

Title
Expert-in-the-Loop Systems with Cross-Domain and In-Domain Few-Shot Learning for Software Vulnerability Detection David Farr Kevin Talty Alexandra Farr John Stockdale Iain Cruickshank Jevin West 59 0 0 11 Jun 2025
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li Kaidi Wang Yanjie Zhao Kai Chen Ting Yu Yang Liu Haoyu Wang 117 43 0 08 May 2024
CompVPD: Iteratively Identifying Vulnerability Patches Based on Human Validation Results with a Precise Context Tianyu Chen Lin Li Taotao Qian Jingyi Liu Wei Yang Ding Li Guangtai Liang Qianxiang Wang Tao Xie 63 0 0 04 Oct 2023
Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation Benjamin Steenhoek Michele Tufano Neel Sundaresan Alexey Svyatkovskiy OffRL ALM 143 22 0 03 Oct 2023