Retrieve, Reproduce, Reveal: Dissecting Retrieval-Augmented Software Vulnerability Detection
This work studies six open-source RAG4SVD systems and addresses reproducibility and comparability challenges through reproduction of their experimental settings under an open-weight setting, and presents a unified benchmark using a common dataset, metric suite, and pool of open-weight models.
Sabrina Kaniewski, Tim Krämer, Julius Bächle et al.
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