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Background: EPSS publishes daily probabilities and percentiles to help defenders prioritize vulnerabilities. Major model replacements may disrupt operational queues, but this discontinuity has not been quantified across public EPSS versions.
Background: Open-source vulnerability records connect source-native identifiers through aliases. The Open Source Vulnerability (OSV) specification treats aliases as symmetric and transitive, but consumers that stop at one record's directly listed identifiers may recover an incomplete equivalence set.
Background: Open Source Vulnerability (OSV) records can describe affected versions with fixed, last_affected, limit, and enumerated-version representations. Only an explicit fixed event directly identifies a version that contains a fix.
Background: Package-security tools need severity metadata they can parse consistently. The Open Source Vulnerability (OSV) schema supports quantitative severity arrays at record and affected-package levels, while source databases can publish local qualitative labels. Their availability across package ecosystems has not been measured at scale.
Background: Vulnerability Exploitability eXchange (VEX) documents communicate whether a vulnerability affects a specific software product. OpenVEX, CycloneDX, and the Common Security Advisory Framework (CSAF) encode overlapping VEX concepts, but implementers lack controlled evidence about which semantics survive translation and which validators detect malformed or incomplete statements.
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