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

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

Description

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.
Show more

Year of publication

2025

Authors

Informaatioteknologian tiedekunta

Hannu Turtiainen - Creator, Publisher

Andrei Costin - Contributor

Other information

Fields of science

Computer and information sciences

Open access

Open

License

Creative Commons Attribution 4.0 International (CC BY 4.0)

Keywords

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

Subject headings

vulnerability
VulnBERTa: On Automating CWE Weakness Assignment and Improving the Quality of Cybersecurity CVE Vulnerabilities Through ML/NLP - Research.fi