metadata
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.
Fields
- cve_id: The unique CVE identifier.
- cve_published: The timestamp when the CVE was published.
- cve_descriptions: Textual descriptions of the CVE.
- cve_metrics: Container of CVSS metric information.
- cve_references: List of external reference links.
- cve_configurations: Details about affected configurations.
- url: The primary link to the source or CVE entry.
- cve_tags: Tags categorizing the CVE.
- domain: Domain of the refenrece link.
- issue_owner_repo: Repository owner and name from GitHub.
- issue_body: Body text of the GitHub issue.
- issue_title: Title of the GitHub issue.
- issue_comments_url: API URL for issue comments.
- issue_comments_count: Number of comments on the issue.
- issue_created_at: Timestamp of issue creation.
- issue_updated_at: Timestamp of the last issue update.
- issue_html_url: Web link to view the issue on GitHub.
- issue_github_id: GitHub's unique ID for the issue.
- issue_number: Issue number in the repository.
- label: Boolean label (true/false) for classification.
- issue_msg: Prompt used for the generation of the embedding.
- issue_msg_n_tokens: Number of tokens in the prompt.
- issue_embedding: Embedding of the prompt generated with text-embedding-3-large.