Preprint
Sep 2026
Towards Scalable and Cost-Efficient Vulnerability Detection: A Study on Automatic Query Generation
The results suggest that LLMs can effectively bridge the gap between unstructured vulnerability reports and formal static analysis specifications, offering a scalable path toward comprehensive automated vulnerability detection.
Ivana Clairine Irsan, Ratnadira Widyasari, Hui-Hui Huang et al.
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