ROOT DOMAIN BENIGNITY EVALUATION
卷宗概要
发明人
Zhenhua Chen; Mohamed Yoosuf Mohamed Nabeel; Daiping Liu; Fan Fei
IPC 分类
CPC 分类
A root domain evaluation service prompts a language model with task instructions to evaluate various aspects of the root domain that inform a prediction of whether the root domain is benign, where the prompt comprising the task instructions has been engineered so that results of the benignity evaluations provided by the language model can be leveraged to obtain first feature values of the root domain. The service also obtains second feature values of the root domain that comprise data and/or metadata of the root domain. The service inputs the first and second feature values into a classifier trained to predict whether a root domain is benign based on the corresponding features to obtain a prediction of the root domain's benignity. The service also analyzes the second feature values based on heuristics for benign domain name detection to further inform whether the root domain is benign.
原文(中文)
A root domain evaluation service prompts a language model with task instructions to evaluate various aspects of the root domain that inform a prediction of whether the root domain is benign, where the prompt comprising the task instructions has been engineered so that results of the benignity evaluations provided by the language model can be leveraged to obtain first feature values of the root domain. The service also obtains second feature values of the root domain that comprise data and/or metadata of the root domain. The service inputs the first and second feature values into a classifier trained to predict whether a root domain is benign based on the corresponding features to obtain a prediction of the root domain's benignity. The service also analyzes the second feature values based on heuristics for benign domain name detection to further inform whether the root domain is benign.