Art Manion Highlights Systemic Issues in Vulnerability Data Management

Art Manion, Deputy Director at Tharros, identified that vulnerability data across repositories remains inconsistent and unreliable due to architectural flaws in systems designed for data collection and management. The concept of Minimum Viable Vulnerability Enumeration (MVVE) was introduced as a proposed minimum set of assertions to verify whether two systems describe the same vulnerability, though no universal standard exists. Assertions used to define vulnerabilities vary by case and evolve over time, complicating data consistency. The analysis highlights systemic issues in vulnerability management architecture as the root cause of poor data quality. No specific CVEs, technical metrics, or dates beyond the publication year (2026) were mentioned.