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VLAI: A RoBERTa-Based Model for Automated Vulnerability Severity Classification
Paper • 2507.03607 • Published • 7 -
Vulnerability Severity Classification (RoBERTa Base)
🐞4Classify vulnerabilities by severity.
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CIRCL/vulnerability-severity-classification-roberta-base
Text Classification • 0.1B • Updated • 651 • 5 -
CIRCL/vulnerability-scores
Viewer • Updated • 655k • 185 • 9
AI & ML interests
CIRCL is the CERT (Computer Emergency Response Team/Computer Security Incident Response Team) for the private sector, communes and non-governmental entities in Luxembourg.
Recent Activity
The Computer Incident Response Center Luxembourg (CIRCL) is a government-driven initiative designed to provide a systematic response facility to computer security threats and incidents.
Our vision is to enhance the capabilities of our Computer Security Incident Response Team (CSIRT) by strategically integrating Artificial Intelligence. AI is not a replacement for human analysts but a powerful tool to augment their expertise.
Our mission is to leverage AI to process, analyze, and extract value from data sources that are currently underutilized, thereby improving our operational outcomes in threat intelligence and incident response. Additionally to automate repetitive and easily reproducible existing processes.
This is rooted in our long-standing principle of developing open-source tools and producing actionable threat intelligence and datasets for ourself and the community.
Publications
Bonhomme, C., & Dulaunoy, A. (2025). VLAI: A RoBERTa-Based Model for Automated Vulnerability Severity Classification (Version 1.4.0) [Computer software]. https://arxiv.org/abs/2507.03607
Bonhomme, Cédric. "GPU Efficiency in VLAI Model Training." (2025). https://doi.org/10.13140/RG.2.2.24233.04963
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Vulnerability CWE Classification Roberta Base
🧩Find a CWE based on vulnerability description/commit message
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CIRCL/cwe-parent-vulnerability-classification-roberta-base
Text Classification • 0.1B • Updated • 90 • 2 -
CIRCL/cwe-parent-vulnerability-classification-microsoft-codebert-base
Text Classification • 0.1B • Updated • 4 -
CIRCL/cwe-parent-vulnerability-classification-microsoft-graphcodebert-base
Text Classification • 0.1B • Updated • 5
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VLAI: A RoBERTa-Based Model for Automated Vulnerability Severity Classification
Paper • 2507.03607 • Published • 7 -
Vulnerability Severity Classification (RoBERTa Base)
🐞4Classify vulnerabilities by severity.
-
CIRCL/vulnerability-severity-classification-roberta-base
Text Classification • 0.1B • Updated • 651 • 5 -
CIRCL/vulnerability-scores
Viewer • Updated • 655k • 185 • 9
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Vulnerability CWE Classification Roberta Base
🧩Find a CWE based on vulnerability description/commit message
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CIRCL/cwe-parent-vulnerability-classification-roberta-base
Text Classification • 0.1B • Updated • 90 • 2 -
CIRCL/cwe-parent-vulnerability-classification-microsoft-codebert-base
Text Classification • 0.1B • Updated • 4 -
CIRCL/cwe-parent-vulnerability-classification-microsoft-graphcodebert-base
Text Classification • 0.1B • Updated • 5
spaces
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Vulnerability CWE Classification Roberta Base
Find a CWE based on vulnerability description/commit message
Vulnerability Severity Classification (RoBERTa Base)
Classify vulnerabilities by severity.
Vulnerability Severity Classification Chinese Macbert Base
For Chinese Severity Classification