US Patent Issued to Capital One Services on May 5 for "Data protection for machine learning models trained on client data" (Illinois, California, Virginia Inventors)

ALEXANDRIA, Va., May 5 -- United States Patent no. 12,621,345, issued on May 5, was assigned to Capital One Services LLC (McLean, Va.).

"Data protection for machine learning models trained on client data" was invented by Jeremy Goodsitt (Champaign, Ill.), Michael Davis (Arlington, Va.), Taylor Turner (Richmond, Va.), Kenny Bean (Herndon, Va.) and Tyler Farnan (San Diego).

According to the abstract* released by the U.S. Patent & Trademark Office: "Methods and systems are described herein for protecting client data while training machine learning models. The system may transmit, to client devices, simple models to be trained on a respective client device to generate predictions based on a respective subset of respective client data of the r...