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About this paper
Daniel Alfasi, Tal Shapira, Anat Bremler Barr
VulnScopper ranks likely missing product links for newly reported vulnerabilities by combining knowledge-graph relationships among vulnerabilities, weaknesses, and products with descriptions of those entities. In NVD’s inductive CVE-to-CPE test, it achieves 0.603 Hits@10, compared with 0.569 for fine-tuned ULTRA. For CVE-2023-4863, eight ranked product links were cross-checkable, but candidates require verification and do not demonstrate faster remediation.
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