Patents by Inventor Jens TUXEN

Jens TUXEN 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 IDENTIFYING PATTERNS IN BLOCKCHAIN ACTIVITIES
    Publication number: 20250023908
    Abstract: Systems and methods for identifying patterns in blockchain activities based on multi-modal data using artificial intelligence models that compensate for training data featuring a high proportion of missing data points. For example, the system may receive blockchain activity record data for a plurality of blockchain activities involving a plurality of blockchain accounts. The system may input the data into an artificial intelligence model, wherein the artificial intelligence model is trained to identify serial relationships of related blockchain activities corresponding to inputted target blockchain activities based on proportions of digital assets at subsets of blockchain accounts of the plurality of blockchain accounts. The system may receive an output from the artificial intelligence model. The system may generate for display, in a user interface, a visualization of the target blockchain activity based on the output.
    Type: Application
    Filed: September 30, 2024
    Publication date: January 16, 2025
    Applicant: Chainalysis Inc.
    Inventors: Jacob ILLUM, Michael GRONAGER, Patrick CURRAN, Jens TUXEN, Shilpa DESHPANDE
  • Systems and methods for identifying patterns in blockchain activities
    Patent number: 12107882
    Abstract: Systems and methods for identifying patterns in blockchain activities based on multi-modal data using artificial intelligence models that compensate for training data featuring a high proportion of missing data points. For example, the system may receive blockchain activity record data for a plurality of blockchain activities involving a plurality of blockchain accounts. The system may input the data into an artificial intelligence model, wherein the artificial intelligence model is trained to identify serial relationships of related blockchain activities corresponding to inputted target blockchain activities based on proportions of digital assets at subsets of blockchain accounts of the plurality of blockchain accounts. The system may receive an output from the artificial intelligence model. The system may generate for display, in a user interface, a visualization of the target blockchain activity based on the output.
    Type: Grant
    Filed: April 7, 2023
    Date of Patent: October 1, 2024
    Assignee: Chainalysis Inc.
    Inventors: Jacob Illum, Michael Gronager, Patrick Curran, Jens Tuxen, Shilpa Deshpande
  • SYSTEMS AND METHODS FOR IDENTIFYING PATTERNS IN BLOCKCHAIN ACTIVITIES
    Publication number: 20230328098
    Abstract: Systems and methods for identifying patterns in blockchain activities based on multi-modal data using artificial intelligence models that compensate for training data featuring a high proportion of missing data points. For example, the system may receive blockchain activity record data for a plurality of blockchain activities involving a plurality of blockchain accounts. The system may input the data into an artificial intelligence model, wherein the artificial intelligence model is trained to identify serial relationships of related blockchain activities corresponding to inputted target blockchain activities based on proportions of digital assets at subsets of blockchain accounts of the plurality of blockchain accounts. The system may receive an output from the artificial intelligence model. The system may generate for display, in a user interface, a visualization of the target blockchain activity based on the output.
    Type: Application
    Filed: April 7, 2023
    Publication date: October 12, 2023
    Inventors: Jacob ILLUM, Michael GRONAGER, Patrick CURRAN, Jens TUXEN, Shilpa DESHPANDE