Patents by Inventor Lucy MOSQUERA

Lucy MOSQUERA 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 GENERATING SYNTHETIC LONGITUDINAL DATA
    Publication number: 20220238231
    Abstract: Longitudinal data can be synthesized by first generating baseline characteristics and first event values for a plurality of synthetic individuals. The baseline characteristics and first event values are used to synthesize a plurality of subsequent events.
    Type: Application
    Filed: January 25, 2022
    Publication date: July 28, 2022
    Inventors: Khaled EL EMAM, Lucy Mosquera, Cem Subakan
  • OPTIMIZING GENERATION OF SYNTHETIC DATA
    Publication number: 20210374128
    Abstract: Synthetic data may be used in place of an original dataset to avoid or mitigate disclosure risks pertaining to information of the original dataset. Synthetic data may be generated by optimizing a variable ordering used by a sequential tree generation method. The loss function used in optimizing may be based on a distinguishability between the source data and generated synthetic data.
    Type: Application
    Filed: June 1, 2021
    Publication date: December 2, 2021
    Inventors: Khaled EL EMAM, Lucy MOSQUERA, Chaoyi ZHENG
  • SYSTEMS AND METHOD FOR EVALUATING IDENTITY DISCLOSURE RISKS IN SYNTHETIC PERSONAL DATA
    Publication number: 20210326475
    Abstract: Although synthetic data synthesized from real sample data may not have a direct matching between synthetic data and individuals, there may still be a risk with identity disclosure. The identity disclosure risks associated with fully synthetic data may be assessed.
    Type: Application
    Filed: April 19, 2021
    Publication date: October 21, 2021
    Inventors: Khaled EL EMAM, Lucy MOSQUERA