Patents by Inventor David Esra

David Esra 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).

  • SYSTEMS AND METHODS FOR MODEL SECURITY IN DISTRIBUTED MODEL TRAINING APPLICATIONS
    Publication number: 20240394382
    Abstract: The present disclosure is for systems and methods for data and model security in AI-based modeling approaches. Security techniques are applied at the user device level on edge devices to evaluate data and/or locally trained models for malicious content. Malicious content is detected and can be prevented from influencing central model updates or retraining.
    Type: Application
    Filed: August 2, 2024
    Publication date: November 28, 2024
    Applicant: BOBI, INC.
    Inventors: David ESRA, Susanna COX
  • Systems and methods for model security in distributed model training applications
    Patent number: 12093400
    Abstract: The present disclosure is for systems and methods for data and model security in AI-based modeling approaches. Security techniques are applied at the user device level on edge devices to evaluate data and/or locally trained models for malicious content. Malicious content is detected and can be prevented from influencing central model updates or retraining.
    Type: Grant
    Filed: February 27, 2024
    Date of Patent: September 17, 2024
    Assignee: BOBI, INC.
    Inventors: David Esra, Susanna Cox
  • SYSTEMS AND METHODS FOR MODEL SECURITY IN DISTRIBUTED MODEL TRAINING APPLICATIONS
    Publication number: 20240303347
    Abstract: The present disclosure is for systems and methods for data and model security in AI-based modeling approaches. Security techniques are applied at the user device level on edge devices to evaluate data and/or locally trained models for malicious content. Malicious content is detected and can be prevented from influencing central model updates or retraining.
    Type: Application
    Filed: February 27, 2024
    Publication date: September 12, 2024
    Applicant: BOBI, INC.
    Inventors: David Esra, Susanna Cox