A Survey on Vulnerability Prioritization: Taxonomy, Metrics, and Research Challenges
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Abstract (arXiv)
In the highly interconnected digital landscape of today, safeguarding complex infrastructures against cyber threats has become increasingly challenging due to the exponential growth in the number and complexity of vulnerabilities. Resource constraints necessitate effective vulnerability prioritization strategies, focusing efforts on the most critical risks. This paper presents a systematic literature review of 82 studies, introducing a novel taxonomy that categorizes metrics into severity, exploitability, contextual factors, predictive indicators, and aggregation methods. Our analysis reveals significant gaps in existing approaches and challenges with multi-domain applicability. By emphasizing the need for dynamic, context-aware metrics and scalable solutions, we provide actionable insights to bridge the gap between research and real-world applications. This work contributes to the field by offering a comprehensive framework for evaluating vulnerability prioritization methodologies and setting a research agenda to advance the state of practice.
Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). First posted on arXiv 16 Feb 2025.
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Citing papers per year: 2025: 1; 2026: 3.
4 papers.
- 2026AI Native Asset Intelligencecited by 2
- 2025CyGATE: Game-Theoretic Cyber Attack-Defense Engine for Patch Strategy Optimizationcited by 0
- 2026RiskBridge: Turning CVEs into Business-Aligned Patch Prioritiescited by 0
- 2026From Legacy Documentation to OSCAL: An MCP-Based Agent Pipeline for Threat-Informed Continuous Compliance in Critical Infrastructurecited by 0
- 2026From Legacy Documentation to OSCAL: An MCP-Based Agent Pipeline for Threat-Informed Continuous Compliance in Critical Infrastructure9 Jul 2026
- 2026AI Native Asset Intelligence9 May 2026
- 2026RiskBridge: Turning CVEs into Business-Aligned Patch Priorities8 Jan 2026
- 2025CyGATE: Game-Theoretic Cyber Attack-Defense Engine for Patch Strategy Optimization1 Aug 2025