AI RESEARCH
From Theory to Practice: Code Generation Using LLMs for CAPEC and CWE Frameworks
arXiv CS.AI
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ArXi:2604.02548v1 Announce Type: cross The increasing complexity and volume of software systems have heightened the importance of identifying and mitigating security vulnerabilities. The existing software vulnerability datasets frequently fall short in providing comprehensive, detailed code snippets explicitly linked to specific vulnerability descriptions, reducing their utility for advanced research and hindering efforts to develop a deeper understanding of security vulnerabilities.