Just-in-time vulnerability prediction models that look strong on balanced datasets perform near-randomly on realistic, imbalanced commit streams.
Vccfinder: Finding potential vulnerabilities in open-source projects to assist code audits,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.SE 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
support 1representative citing papers
citing papers explorer
-
Toward Realistic Evaluations of Just-In-Time Vulnerability Prediction
Just-in-time vulnerability prediction models that look strong on balanced datasets perform near-randomly on realistic, imbalanced commit streams.