A benchmark of 1,128 CVEs shows 12 vulnerability-version identification tools all fall below 45% accuracy, and even the best ensembles stay under 60%.
Research artifact
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
dataset 1
citation-polarity summary
fields
cs.SE 1years
2025 1verdicts
CONDITIONAL 1roles
dataset 1polarities
support 1representative citing papers
citing papers explorer
-
Vulnerability-Affected Versions Identification: How Far Are We?
A benchmark of 1,128 CVEs shows 12 vulnerability-version identification tools all fall below 45% accuracy, and even the best ensembles stay under 60%.