Traditional machine learning methods like Support Vector Machines, Random Forest, and gradient boosting have shown strong performance in classifying device behaviors and detecting botnet activity.

The core of this patent lies in utilizing large models to achieve Text2SQL conversion in specific scenarios. According to the patent abstract, the method mainly consists of the following steps: first, ...