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CVE-Class Vulnerability Fix Dataset

Available Now · Sample Available

CVE-Class Vulnerability Fix Dataset

Vulnerability diagnosis and verified repair tasks with full CVE/CWE/MITRE ATT&CK metadata.

Volume

0

Volume

Scalable Volume

Coverage

Application Security, Software Supply Chain, Python, TypeScript, Cybersecurity, Coding

0.0 %

Targets

Modality & Delivery

TextCode→CodeText

Formats

JSON

What You Receive

Structured software-security tasks spanning Python application security and TypeScript dependency and supply-chain vulnerabilities. Every record pairs vulnerable and patched code with a unified diff.

Coverage

Structured software-security tasks covering vulnerability diagnosis and verified repair. Every record includes root-cause and weakness analysis, affected component, attack vector, exploit path, impact, mitigation, vulnerable and patched code, a unified diff, and CVE/CWE/MITRE ATT&CK metadata. The set spans Python application security and TypeScript dependency and supply-chain vulnerabilities.

Package Structure

Differentiators

  • Each record traces root cause through exploit path to a secure patched implementation and unified diff.

Record Schema

FieldDescription
affectedComponentThe vulnerable function, module, package, or call site.
attackVectorHow an attacker can reach or influence the vulnerable behavior.
codeVulnerable code, patched code, and a unified patch diff.
exploitPathA multi-step chain from attacker action to successful exploitation.
impactThe resulting confidentiality, integrity, or availability consequence.
mitigationThe secure remediation approach.
referencesCVE, CWE, ATT&CK, commit, and advisory metadata when available.
rootCauseThe implementation decision or condition creating the weakness.
vulnerabilityA concise description of the exploitable defect.
weaknessThe vulnerability class and associated CWE.

Results

Methodology & Quality

Methodology

SME involvement

Domain-expert curated with up to L2 review

Stressors

Application-security vulnerabilities and dependency or software-supply-chain weaknesses.

Design criteria

  1. Keep vulnerability reasoning, remediation, code, and CVE/CWE/ATT&CK metadata together in one record.

Build assumptions

Quality approach

  • Records include vulnerable and patched code plus a unified patch diff for repair inspection.

Known limitations

Customization & Scalability

Custom sets available. Additional volume in progress