From Theory to Practice: Code Generation Using LLMs for CAPEC and CWE Frameworks

1. 1Utilize LLMs to generate code snippets for specific vulnerability descriptions
2. 2Link generated code snippets to CAPEC and CWE frameworks
3. 3Evaluate and refine generated code snippets for accuracy and relevance
4. 4Integrate generated code snippets into existing software vulnerability datasets

Security researchers and software engineers on a team can benefit from this approach to improve vulnerability identification and mitigation, and to develop more comprehensive security datasets

💡 LLMs can be used to generate comprehensive and detailed code snippets for specific vulnerability descriptions, improving the utility of software vulnerability datasets

💡 LLMs can generate code snippets to enhance software vulnerability identification #AI #Security