Modernizing Vulnerability Prioritization: Automated Risk Scoring Using Generative AI

Cybersecurity threats grow in complexity and volume. Traditional systems like CVSS lack real-time exploitability data. This paper presents a microservice-based framework using LLMs for automated risk scoring. A Dockerized service retrieves vulnerability data, queries an LLM, and updates the database with dynamic risk scores.