Using a vector database to retrieve relevant API documentation before code generation improves LLM translation of attack mitigation policies into Windows API calls by an average of 22 F1 points.
When llms meet cybersecurity: a systematic literature review,
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On Automating Security Policies with Contemporary LLMs
Using a vector database to retrieve relevant API documentation before code generation improves LLM translation of attack mitigation policies into Windows API calls by an average of 22 F1 points.