All CVE Records: 300,000 Multi-Turn Cybersecurity Conversations (1999-2025)

Approximately 300,000 Common Vulnerabilities and Exposures (CVE) records from 1999 to 2025 are formatted as multi-turn chat conversations in this dataset. Created by AlicanKiraz0, the collection transforms structured vulnerability data into a dialogue format specifically for training cybersecurity AI agents.

Use Cases

• Fine-tuning Large Language Models (LLMs) for cybersecurity chat assistants using the multi-turn dialogue format
• Evaluating AI agents on vulnerability identification tasks using historical CVE data
• Generating security advisories or summaries based on the conversational record structure

Strengths

• 300,000 records
• 26-year temporal coverage (1999-2025)
• Multi-turn chat format for instruction tuning

Limitations

• Conversational format is a synthetic transformation of structured data rather than human-to-human chat
• Specific enrichment logic and parsing parameters are not explicitly documented

Provenance

Source

Common Vulnerabilities and Exposures (CVE) database

Collection Method

Parsed and enriched from public CVE records

Time Range

1999-2025

Freshness

Last updated June 2025, providing coverage of very recent vulnerabilities.

Geography

Global