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CWE-Code_Vulnerability_Security_DPO

This dataset adds a cwe_ids field to each row in CyberNative/Code_Vulnerability_Security_DPO by querying an LLM with the row's vulnerability description and rejected code sample.

How the CWE IDs were obtained

  • Model: gpt-5-mini via the OpenAI Responses API
  • Reasoning: low effort
  • Tooling: web_search limited to cwe.mitre.org
  • Prompt format:
Given the following description of a CWE and a code segment that replicates it:
Description: {desc}

Code: {vuln_code}

What's the most likely CWE ID associated with this vulnerability? Answer in the following format:

## Answer:
CWE-#: CWE Name
  • Parsing: lines starting with CWE- are extracted and the numeric ID is retained.
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