Patents by Inventor Anthony Zech

Anthony Zech 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).

  • Retraining machine learning model for computer vulnerability exploitation detection
    Patent number: 12682070
    Abstract: Systems and methods may be used to determine a computer vulnerability exploit via use of a machine learning model. Vulnerability content data may be received from one or more vulnerability feeds or data stores. The vulnerability content data may be categorized as either training data or inference data. A machine learning model may be trained based on the training data and then used to predict exploits of computer vulnerabilities identified in the inference data.
    Type: Grant
    Filed: February 28, 2023
    Date of Patent: July 14, 2026
    Assignee: ECS Federal, LLC
    Inventors: Anthony Zech, Michael Morley, Josiah Caprino
  • RETRAINING MACHINE LEARNING MODEL FOR COMPUTER VULNERABILITY EXPLOITATION DETECTION
    Publication number: 20240289465
    Abstract: Systems and methods may be used to determine a computer vulnerability exploit via use of a machine learning model. Vulnerability content data may be received from one or more vulnerability feeds or data stores. The vulnerability content data may be categorized as either training data or inference data. A machine learning model may be trained based on the training data and then used to predict exploits of computer vulnerabilities identified in the inference data.
    Type: Application
    Filed: February 28, 2023
    Publication date: August 29, 2024
    Inventors: Anthony Zech, Michael Morley, Josiah Caprino