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#vulnerabilitymanagement

11 posts10 participants2 posts today

EU startet eigene #Vulnerability Database um sich von eigenständiger aufzustellen. Ein guter Schritt in die richtige Richtung, um sich unabhängig von manipulierten Datenbanken anderer Länder wie USA und China zu machen. Denn dort findet man u.U. nicht alles. So werden möglicherweise Schwachstellen - die Geheimdienste nutzen könnten - nicht veröffentlicht.

#enisa #cve #vulnerabilitymanagement #vulnerabilitylookup #eu #sicherheit #sicherheitslucke #cybersecurity

security-insider.de/eu-startet

Security-Insider · Neue EU-Datenbank für Sicherheitslücken geht an den StartBy Melanie Staudacher

VLAI: A RoBERTa-Based Model for Automated Vulnerability Severity Classification.

This paper presents VLAI, a transformer-based model that predicts software vulnerability severity levels directly from text descriptions. Built on RoBERTa, VLAI is fine-tuned on over 600,000 real-world vulnerabilities and achieves over 82% accuracy in predicting severity categories, enabling faster and more consistent triage ahead of manual CVSS scoring. The model and dataset are open-source and integrated into the Vulnerability-Lookup service.

We ( @cedric and I) decided to make a paper to better document how VLAI is implemented. We hope it will give other ideas and improvements in such model.

#vulnerability #cybersecurity #vulnerabilitymanagement #ai #nlp #opensource

@circl

🔗 arxiv.org/abs/2507.03607

arXiv logo
arXiv.orgVLAI: A RoBERTa-Based Model for Automated Vulnerability Severity ClassificationThis paper presents VLAI, a transformer-based model that predicts software vulnerability severity levels directly from text descriptions. Built on RoBERTa, VLAI is fine-tuned on over 600,000 real-world vulnerabilities and achieves over 82% accuracy in predicting severity categories, enabling faster and more consistent triage ahead of manual CVSS scoring. The model and dataset are open-source and integrated into the Vulnerability-Lookup service.