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.
(2024) Windows api index - win32 apps
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
dataset 1
citation-polarity summary
fields
cs.CR 1years
2025 1verdicts
CONDITIONAL 1roles
dataset 1polarities
use dataset 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.