cve-attack-ttp: Over 286,000 CVEs with Predicted MITRE ATT&CK Tactics

Over 286,000 Common Vulnerabilities and Exposures (CVE) entries are linked to predicted MITRE ATT&CK Tactics, Techniques, and Procedures (TTPs) using the SMET model. This dataset appears to be a large-scale mapping of software vulnerabilities to adversary behavior patterns. The original author, platform, and specific creation date are not provided in the metadata.

Use Cases

• Predicting likely attack techniques for new vulnerabilities based on historical CVE-to-TTP mappings
• Training machine learning models for automated threat intelligence enrichment based on CVE descriptions
• Analyzing trends in adversary tactics associated with published software vulnerabilities
• Enhancing security prioritization and risk scoring by incorporating predicted attack paths

Strengths

• Contains over 286,000 CVE entries, providing substantial volume for analysis
• Integrates two key cybersecurity frameworks: CVE for vulnerabilities and MITRE ATT&CK for adversary behavior

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• Row count is unknown, which may limit suitability assessment
• Data may reflect temporal or source bias inherent to the original CVE collection and prediction model

Provenance

Source

Kaggle

Collection Method

Predicted using the SMET model, as stated in the description

Time Range

null

Freshness

Last update date is unknown; freshness unverified

Geography

null