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Retrieve, Reproduce, Reveal: Dissecting Retrieval-Augmented Software Vulnerability Detection

Kaniewski, Sabrina et al.
arXiv (All) · Papers
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software-engineering
Retrieval-Augmented Generation (RAG) is increasingly used to enhance Large Language Model (LLM)-based software vulnerability detection by grounding predictions in retrieved vulnerability knowledge, such as vulnerability reports. However, existing RAG-based software vulnerability detection (RAG4SVD)
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