Study traces CVE-linked vulnerable code copied across projects
Using SQVDT on NVD data, the authors report copy-paste reuse of high-severity patterns inside and between projects.
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Using SQVDT on NVD data, the authors report copy-paste reuse of high-severity patterns inside and between projects.
The captured NVD page is only site chrome, so vendor, versions, severity, and impact are not in the text.
oss-security contributors propose digests or a separate list to manage a flood of AI vulnerability reports.
It matched official vectors on 48.8% of 36,325 usable 2024 CVEs after training only on 2022 and 2023.

CISA outlined a quality framework for the CVE program as 2026 disclosures approach a projected 96,000.

CISA published a white paper to improve CVE quality as disclosure volume surges.
A study finds LLM-synthesized CodeQL queries improve average F1-score by 82% over baseline queries, offering scalable vulnerability detection versus direct LLM scanning.
Study of NVD data finds ReDoS vulnerabilities growing more prevalent and more likely to be exploited, while five detection tools disagree substantially.
NIST is seeking public comment on modernizing the National Vulnerability Database to support AI-powered vulnerability research.

NIST issued a Federal Register RFI seeking public input on overhauling the National Vulnerability Database for AI-scale, machine-consumable security data.
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