Patents by Inventor Eoin Wickens

Eoin Wickens 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).

  • Scanning and detecting threats in machine learning models
    Patent number: 12314380
    Abstract: A machine learning model is scanned to detect actual or potential threats. The threats can be detected before execution of the machine learning model or during an isolated execution environment. The threat detection may include performing a machine learning file format check, vulnerability check, tamper check, and stenography check. The machine learning model may also be monitored in an isolated environment during an execution or runtime session. After performing a scan, the system can generate a signature based on actual, potential, or absence of detected threats.
    Type: Grant
    Filed: February 23, 2023
    Date of Patent: May 27, 2025
    Assignee: HiddenLayer, Inc.
    Inventors: Tanner Burns, Chris Sestito, James Ballard, Thomas Bonner, Marta Janus, Eoin Wickens
  • SCANNING AND DETECTING THREATS IN MACHINE LEARNING MODELS
    Publication number: 20240289436
    Abstract: A machine learning model is scanned to detect actual or potential threats. The threats can be detected before execution of the machine learning model or during an isolated execution environment. The threat detection may include performing a machine learning file format check, vulnerability check, tamper check, and stenography check. The machine learning model may also be monitored in an isolated environment during an execution or runtime session. After performing a scan, the system can generate a signature based on actual, potential, or absence of detected threats.
    Type: Application
    Filed: February 23, 2023
    Publication date: August 29, 2024
    Applicant: HiddenLayer Inc.
    Inventors: Tanner Burns, Chris Sestito, James Ballard, Thomas Bonner, Marta Janus, Eoin Wickens