Patents by Inventor Amanda Carter

Amanda Carter has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Network traffic identification using machine learning
    Patent number: 12192076
    Abstract: Systems and methods include obtaining historical data of traffic for a plurality of locations for a cloud service; labeling the historical data as one of human and server based on a plurality of features; and utilizing the labeled historical data to train a machine learning model to classify traffic as one of human and server. The steps can further include utilizing the trained machine learning model to classify unauthenticated traffic, for the cloud service, from a specific location or a specific IP address.
    Type: Grant
    Filed: January 3, 2022
    Date of Patent: January 7, 2025
    Assignee: Zscaler, Inc.
    Inventors: Alexander Frazier, Dianhuan Lin, Amir Levy, Amanda Carter, Piyush Gour
  • Network traffic identification using machine learning
    Publication number: 20230155902
    Abstract: Systems and methods include obtaining historical data of traffic for a plurality of locations for a cloud service; labeling the historical data as one of human and server based on a plurality of features; and utilizing the labeled historical data to train a machine learning model to classify traffic as one of human and server. The steps can further include utilizing the trained machine learning model to classify unauthenticated traffic, for the cloud service, from a specific location or a specific IP address.
    Type: Application
    Filed: January 3, 2022
    Publication date: May 18, 2023
    Inventors: Alexander Frazier, Dianhuan Lin, Amir Levy, Amanda Carter, Piyush Gour