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From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection
arXiv cs.LG — Machine Learning
Factual evidence
What the source reports
Empirical evaluation finds DL and LLM software vulnerability detection models degrade significantly under real-world distribution shifts.
Open source