Utilizing Small Sized Large Language Models (LLMs) for Performing Domain Classification
AssigneeZscaler, Inc.
InventorsChenhui Hu, Muhammed Salih, Devesh Solanki, Rex Shang, Santhosh Kumar, Narinder Paul
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AssigneeZscaler, Inc.
InventorsChenhui Hu, Muhammed Salih, Devesh Solanki, Rex Shang, Santhosh Kumar, Narinder Paul
Estimating the term…
Systems and methods for utilizing small sized Large Language Models (LLMs) for performing domain classification include responsive to training one or more machine learning models for performing classification of domains, the training including performing one or more optimizations to the one or more machine learning models, receiving a domain; obtaining data associated with the domain including log data from a cloud-based system that performs monitoring of a plurality of users; and analyzing the domain via the one or more trained machine learning models for classifying the domain.
A method comprising steps of:
A non-transitory computer-readable storage medium having computer readable code stored thereon for programming at least one processor to perform steps of:
Dependencies are inferred from the claim text.