--- dataset_info: features: - name: cve_id dtype: string - name: cve_published dtype: timestamp[ns] - name: cve_descriptions dtype: string - name: cve_metrics struct: - name: cvssMetricV2 list: - name: acInsufInfo dtype: bool - name: baseSeverity dtype: string - name: cvssData struct: - name: accessComplexity dtype: string - name: accessVector dtype: string - name: authentication dtype: string - name: availabilityImpact dtype: string - name: baseScore dtype: float64 - name: confidentialityImpact dtype: string - name: integrityImpact dtype: string - name: vectorString dtype: string - name: version dtype: string - name: exploitabilityScore dtype: float64 - name: impactScore dtype: float64 - name: obtainAllPrivilege dtype: bool - name: obtainOtherPrivilege dtype: bool - name: obtainUserPrivilege dtype: bool - name: source dtype: string - name: type dtype: string - name: userInteractionRequired dtype: bool - name: cvssMetricV30 list: - name: cvssData struct: - name: attackComplexity dtype: string - name: attackVector dtype: string - name: availabilityImpact dtype: string - name: baseScore dtype: float64 - name: baseSeverity dtype: string - name: confidentialityImpact dtype: string - name: integrityImpact dtype: string - name: privilegesRequired dtype: string - name: scope dtype: string - name: userInteraction dtype: string - name: vectorString dtype: string - name: version dtype: string - name: exploitabilityScore dtype: float64 - name: impactScore dtype: float64 - name: source dtype: string - name: type dtype: string - name: cvssMetricV31 list: - name: cvssData struct: - name: attackComplexity dtype: string - name: attackVector dtype: string - name: availabilityImpact dtype: string - name: baseScore dtype: float64 - name: baseSeverity dtype: string - name: confidentialityImpact dtype: string - name: integrityImpact dtype: string - name: privilegesRequired dtype: string - name: scope dtype: string - name: userInteraction dtype: string - name: vectorString dtype: string - name: version dtype: string - name: exploitabilityScore dtype: float64 - name: impactScore dtype: float64 - name: source dtype: string - name: type dtype: string - name: cve_references list: - name: source dtype: string - name: tags sequence: string - name: url dtype: string - name: cve_configurations list: - name: nodes list: - name: cpeMatch list: - name: criteria dtype: string - name: matchCriteriaId dtype: string - name: versionEndExcluding dtype: string - name: versionEndIncluding dtype: string - name: versionStartExcluding dtype: 'null' - name: versionStartIncluding dtype: string - name: vulnerable dtype: bool - name: negate dtype: bool - name: operator dtype: string - name: operator dtype: string - name: url dtype: string - name: cve_tags sequence: string - name: domain dtype: string - name: issue_owner_repo sequence: string - name: issue_body dtype: string - name: issue_title dtype: string - name: issue_comments_url dtype: string - name: issue_comments_count dtype: int64 - name: issue_created_at dtype: timestamp[ns] - name: issue_updated_at dtype: string - name: issue_html_url dtype: string - name: issue_github_id dtype: int64 - name: issue_number dtype: int64 - name: label dtype: bool - name: issue_msg dtype: string - name: issue_msg_n_tokens dtype: int64 - name: issue_embedding sequence: float64 splits: - name: train num_bytes: 127159700 num_examples: 4379 download_size: 86546528 dataset_size: 127159700 configs: - config_name: default data_files: - split: train path: data/train-* --- ### Dataset Description Following data collection and processing, we have created the first dataset comprising a total of 4,379 GitHub issues. Of these, 844 are linked to disclosed CVE vulnerabilities, while 3,535 represent issues unrelated to any vulnerabilities. These issues are taken from 31 different repositories. For each issue linked to a vulnerability, we include CVE ID, disclosure date, vulnerability description, a list of references, details on the affected software, and vulnerability impact metrics updated until August 11th, 2024. - **Paper:** [Automating the Detection of Code Vulnerabilities by Analyzing GitHub Issues](https://arxiv.org/abs/2501.05258) ### Fields 1. **cve_id**: The unique CVE identifier. 2. **cve_published**: The timestamp when the CVE was published. 3. **cve_descriptions**: Textual descriptions of the CVE. 4. **cve_metrics**: Container of CVSS metric information. 5. **cve_references**: List of external reference links. 6. **cve_configurations**: Details about affected configurations. 7. **url**: The primary link to the source or CVE entry. 8. **cve_tags**: Tags categorizing the CVE. 9. **domain**: Domain of the refenrece link. 10. **issue_owner_repo**: Repository owner and name from GitHub. 11. **issue_body**: Body text of the GitHub issue. 12. **issue_title**: Title of the GitHub issue. 13. **issue_comments_url**: API URL for issue comments. 14. **issue_comments_count**: Number of comments on the issue. 15. **issue_created_at**: Timestamp of issue creation. 16. **issue_updated_at**: Timestamp of the last issue update. 17. **issue_html_url**: Web link to view the issue on GitHub. 18. **issue_github_id**: GitHub's unique ID for the issue. 19. **issue_number**: Issue number in the repository. 20. **label**: Boolean label (true/false) for classification. 21. **issue_msg**: Prompt used for the generation of the embedding. 22. **issue_msg_n_tokens**: Number of tokens in the prompt. 23. **issue_embedding**: Embedding of the prompt generated with text-embedding-3-large.