Patents by Inventor Nathan Wolfe

Nathan Wolfe 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).

  • Publication number: 20250131417
    Abstract: The present disclosure describes a machine learning model trained to identify social engineering attacks. A prompt may be provided to a generative artificial intelligence to create communications resembling social engineering attacks. The communications may be inputted into a machine learning model to train the machine learning model to identify social engineering attacks. The machine learning model may also be trained on actual social engineering attacks. Once trained, the machine learning model may be deployed to monitor a plurality of communication channels to detect social engineering attacks. Upon detecting a social engineering attack, a system may implement one or more remedial actions to mitigate the detected social engineering attack.
    Type: Application
    Filed: October 24, 2023
    Publication date: April 24, 2025
    Inventors: Nathan Wolfe, Joshua Edwards, Benjamin Eng
  • Patent number: 12216684
    Abstract: A method includes obtaining a first dataset associated with a first set of classes and a second dataset associated with a second set of classes, where the first and second datasets share features. The method also includes creating an aggregated dataset having a quality score for the second set of classes that satisfy a first threshold. Creating the aggregated dataset includes determining a first and second set of clusters based on the first and second datasets. The method includes determining a distance based on a record of the first set of clusters and a second record of the second set of clusters in a feature space. The method further includes determining a set of analysis scores based on the distance and generating an indication for a set of records associated with the set of analysis scores based on the set of analysis scores satisfying a second threshold.
    Type: Grant
    Filed: August 19, 2022
    Date of Patent: February 4, 2025
    Assignee: Capital One Services, LLC
    Inventors: Nathan Wolfe, Purva Shanker, Joshua Edwards, Gang Mei
  • Patent number: 12182089
    Abstract: Systems and methods are described for maintaining bifurcated data management while labeling data for artificial intelligence model development. For example, the system may receive a first label for a first sample from a first dataset, wherein the first dataset is accessible to a first subset of a plurality of users, and wherein the first subset comprises a first attribute. The system may receive first version metadata of the first label, wherein the first version metadata comprises a proposed label for the first sample assigned by a first user. The system may determine, based on a first user input from the first user, a first grouping of source code files for storing the first version metadata, wherein the first grouping of source code files is accessible to a second subset of the plurality of users, and wherein the second subset comprises a second attribute.
    Type: Grant
    Filed: January 18, 2023
    Date of Patent: December 31, 2024
    Assignee: Capital One Services, LLC
    Inventors: Tania Cruz Morales, Purva Shanker, Shannon Yogerst, Ignacio Espino, Dan Lin, Nathan Wolfe
  • Patent number: 12147411
    Abstract: Systems and methods are described for maintaining bifurcated data management while labeling data for artificial intelligence model development. For example, the system may receive a first label for a first sample from a first dataset, wherein the first dataset is accessible to a first subset of a plurality of users, and wherein the first subset comprises a first attribute. The system may receive first version metadata of the first label, wherein the first version metadata comprises a proposed label for the first sample assigned by a first user. The system may determine, based on a first user input from the first user, a first grouping of source code files for storing the first version metadata, wherein the first grouping of source code files is accessible to a second subset of the plurality of users, and wherein the second subset comprises a second attribute.
    Type: Grant
    Filed: January 18, 2023
    Date of Patent: November 19, 2024
    Assignee: Capital One Services, LLC
    Inventors: Tania Cruz Morales, Purva Shanker, Shannon Yogerst, Ignacio Espino, Dan Lin, Nathan Wolfe
  • Patent number: 12001790
    Abstract: Systems, apparatuses, and methods are described for inverting neural embeddings. One or more forward neural embeddings associated with meanings, features, and/or characteristics of data samples may be generated for one or more data samples. One or more inverse neural embeddings associated with the one or more forward neural embeddings may be determined. One or more inverse feature sets for the one or more inverse neural embeddings may be generated.
    Type: Grant
    Filed: June 14, 2021
    Date of Patent: June 4, 2024
    Assignee: Capital One Services, LLC
    Inventors: Tarek Aziz Lahlou, Nathan Wolfe, Christopher Larson
  • Publication number: 20220398377
    Abstract: Systems, apparatuses, and methods are described for inverting neural embeddings. One or more forward neural embeddings associated with meanings, features, and/or characteristics of data samples may be generated for one or more data samples. One or more inverse neural embeddings associated with the one or more forward neural embeddings may be determined. One or more inverse feature sets for the one or more inverse neural embeddings may be generated.
    Type: Application
    Filed: June 14, 2021
    Publication date: December 15, 2022
    Inventors: Tarek Aziz Lahlou, Nathan Wolfe, Christopher Larson
  • Patent number: 6296290
    Abstract: A portable loading ramp for a pickup truck including an elongate hitch mount which is removably attached to a hitch on a pickup truck, and further including first and second ramp members which are hingedly mounted upon the elongate hitch mount, and also including a vehicle support which includes a sleeve support member, a sleeve member attached to the sleeve support member, and a support arm lockably extendable in the sleeve member and having an end which either attaches to the small vehicle to secure the vehicle on the truck box or securely supports the back end of the small vehicle above the floor of the truck box.
    Type: Grant
    Filed: April 30, 1999
    Date of Patent: October 2, 2001
    Inventor: Nathan Wolf