mlsanityData to 14 Oct 2026

A Survey on Vulnerability Prioritization: Taxonomy, Metrics, and Research Challenges

arXiv 2502.11070 ↗First posted 16 Feb 2025cs.CR cs.AIcited by 4

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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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Cited by year (2026 to 14 Oct)

Citing papers per year: 2025: 1; 2026: 3.

4 papers.