CVE Cybersecurity Vulnerabilities with CVSS Scores, 2020-2025

4,800 published security vulnerabilities from the NIST National Vulnerability Database (NVD) between 2020 and 2025. Each record includes a CVSS score for severity assessment. The dataset was sourced from Kaggle, but the original author and specific collection method are not detailed.

Use Cases

• Predict vulnerability severity based on CVSS scores mentioned in the description
• Analyze temporal trends in published vulnerabilities over the 2020-2025 period
• Benchmark security posture by comparing vulnerability volumes and severities

Strengths

• 4,800 records provide a substantial sample for analysis
• Includes standardized CVSS scores for severity quantification
• Covers a 6-year period (2020-2025) for trend analysis

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• Row count is unknown, which may limit suitability assessment
• Last update date is unknown; freshness unverified

Provenance

Source

NIST National Vulnerability Database (NVD)

Collection Method

Likely aggregated from public NVD feeds, but specific method is unknown.

Time Range

2020-2025

Freshness

Last update date is unknown; freshness unverified

Geography

Global