Patents by Inventor Rupesh Karn

Rupesh Karn 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 ENCRYPTING MACHINE LEARNING MODELS
    Publication number: 20240126896
    Abstract: A server system that includes a host device initiates an encrypted decision tree model executing on an accelerator coupled with the host device. The encrypted decision tree model encrypted uses an agreed upon encryption schema between the host device and a user device accessing the encrypted decision tree model. The host device receives an input, from the user device, to be evaluated using the encrypted decision tree model. The input is encrypted using the agreed upon encryption schema. The host device using the encrypted decision tree model evaluates the input from the user device without decrypting the input. The accelerator using the encrypted decision tree model generates an encrypted output based on the evaluating. The accelerator device provides the encrypted output to the user device.
    Type: Application
    Filed: October 3, 2023
    Publication date: April 18, 2024
    Applicant: Technology Innovation Institute - Sole Proprietorship LLC
    Inventors: Ibrahim M. Elfadel, Rupesh Karn, Kashif Nawaz