Patents by Inventor Kurtis Evan David

Kurtis Evan David 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).

  • SELF-SUPERVISED DATA OBFUSCATION IN FOUNDATION MODELS
    Publication number: 20240185080
    Abstract: Provided are methods and system for obtaining, by a computer system, a machine learning/machine learning model; obtaining, by the computer system, a training data set; training, with the computer system, an obfuscation transform based on the machine learning/machine learning model and the training data set; and storing, with the computer system, the obfuscation transform in memory.
    Type: Application
    Filed: December 7, 2023
    Publication date: June 6, 2024
    Inventor: Kurtis Evan David
  • Self-supervised data obfuscation in foundation models
    Patent number: 11886955
    Abstract: Provided are methods and system for obtaining, by a computer system, a machine learning/machine learning model; obtaining, by the computer system, a training data set; training, with the computer system, an obfuscation transform based on the machine learning/machine learning model and the training data set; and storing, with the computer system, the obfuscation transform in memory.
    Type: Grant
    Filed: April 19, 2023
    Date of Patent: January 30, 2024
    Assignee: Protopia AI, Inc.
    Inventor: Kurtis Evan David
  • SELF-SUPERVISED DATA OBFUSCATION IN FOUNDATION MODELS
    Publication number: 20230259787
    Abstract: Provided are methods and system for obtaining, by a computer system, a machine learning/machine learning model; obtaining, by the computer system, a training data set; training, with the computer system, an obfuscation transform based on the machine learning/machine learning model and the training data set; and storing, with the computer system, the obfuscation transform in memory.
    Type: Application
    Filed: April 19, 2023
    Publication date: August 17, 2023
    Inventor: Kurtis Evan David
  • OBFUSCATION OF ENCODED DATA WITH LIMITED SUPERVISION
    Publication number: 20230259786
    Abstract: Provided are unsupervised mechanisms for generating obfuscation of data for machine learning applications.
    Type: Application
    Filed: February 16, 2023
    Publication date: August 17, 2023
    Inventors: Hadi Esmaeilzadeh, Kurtis Evan David