VulnBERTa: On Automating CWE Weakness Assignment and Improving the Quality of Cybersecurity CVE Vulnerabilities Through ML/NLP

Beskrivning

RoBERTa-based cybersecurity-focused modelset called VulnBERTa for retroactively and automatically assign CWEs to unassigned National Institute of Standards and Technology (NIST) National Vulnerability Database (NVD) entries.

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Publiceringsår

2025

Typ av data

Upphovspersoner

Jyväskylä universitet

Informaatioteknologian tiedekunta

Hannu Turtiainen - Upphovsperson, Utgivare

Andrei Costin - Medarbetare

Projekt

Övriga uppgifter

Vetenskapsområden

Data- och informationsvetenskap

Språk

Öppen tillgång

Öppet

Licens

Creative Commons Attribution 4.0 International (CC BY 4.0)

Nyckelord

cyber security, nlp, cybersecurity, cwe, roberta, vulnberta, vulnerabilities

Ämnesord

sårbarhet, cybersäkerhet

Temporal täckning

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