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.
Security policy generation and verification through large language models: A proposal,
1 Pith paper cite this work, alongside 4 external citations. Polarity classification is still indexing.
1
Pith paper citing it
4
external citations · OpenAlex
citation-role summary
background 1
citation-polarity summary
fields
cs.CR 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
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.