From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection

Chaomeng Lu, Bert Lagaisse

Vulnerability detection methods based on deep learning (DL) have shown strong performance on benchmark datasets, yet their real-world effectiveness remains underexplored. Recent wo…