Patents by Inventor Carter Tazio SCHONWALD

Carter Tazio SCHONWALD 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).

  • System and method for prediction preserving data obfuscation
    Patent number: 10740489
    Abstract: The invention relates to obfuscating data while maintaining local predictive relationships. An embodiment of the present invention is directed to cryptographically obfuscating a data set in a manner that hides personally identifiable information (PII) while allowing third parties to train classes of machine learning algorithms effectively. According to an embodiment of the present invention, the obfuscation acts as a symmetric encryption so that the original obfuscating party may relate the predictions on the obfuscated data to the original PII. The various features of the present invention enable third party prediction services to safely interact with PII.
    Type: Grant
    Filed: May 17, 2018
    Date of Patent: August 11, 2020
    Assignee: JPMorgan Chase Bank, N.A.
    Inventors: Carter Tazio Schonwald, Graham L. Giller
  • SYSTEM AND METHOD FOR PREDICTION PRESERVING DATA OBFUSCATION
    Publication number: 20180336370
    Abstract: The invention relates to obfuscating data while maintaining local predictive relationships. An embodiment of the present invention is directed to cryptographically obfuscating a data set in a manner that hides personally identifiable information (PII) while allowing third parties to train classes of machine learning algorithms effectively. According to an embodiment of the present invention, the obfuscation acts as a symmetric encryption so that the original obfuscating party may relate the predictions on the obfuscated data to the original PII. The various features of the present invention enable third party prediction services to safely interact with PII.
    Type: Application
    Filed: May 17, 2018
    Publication date: November 22, 2018
    Inventors: Carter Tazio SCHONWALD, Graham L. GILLER