Patents by Inventor Tammy Torbert

Tammy Torbert 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).

  • Machine learning-based network device profiling
    Patent number: 11611569
    Abstract: A method includes applying, by a computer, supervised machine learning to classify a network device that is associated with a security event occurring in a computer system based on data representing features of the network device. The security event is associated with a potential security threat to the computer system, and the classification of the network device by the supervised machine learning is associated with a confidence. The technique includes, in response to the confidence being below a threshold, applying an active machine learning classifier to the data to learn a classification for the data and using the classification learned by the active machine learning classifier to adapt the supervised machine learning to recognize the classification.
    Type: Grant
    Filed: May 31, 2019
    Date of Patent: March 21, 2023
    Assignee: Micro Focus LLC
    Inventors: Tamir Mitelman, Tammy Torbert
  • MACHINE LEARNING-BASED NETWORK DEVICE PROFILING
    Publication number: 20200382527
    Abstract: A method includes applying, by a computer, supervised machine learning to classify a network device that is associated with a security event occurring in a computer system based on data representing features of the network device. The security event is associated with a potential security threat to the computer system, and the classification of the network device by the supervised machine learning is associated with a confidence. The technique includes, in response to the confidence being below a threshold, applying an active machine learning classifier to the data to learn a classification for the data and using the classification learned by the active machine learning classifier to adapt the supervised machine learning to recognize the classification.
    Type: Application
    Filed: May 31, 2019
    Publication date: December 3, 2020
    Inventors: Tamir Mitelman, Tammy Torbert