US Patent Issued to Citibank on Sept. 29 for "Feature modification to change machine learning predictions" (District Of Columbia, Texas Inventors)

ALEXANDRIA, Va., Sept. 30 -- United States Patent no. 12,750,380, issued on Sept. 29, was assigned to Citibank N.A. (New York).

"Feature modification to change machine learning predictions" was invented by Rongrong Zhou (Washington) and Ganesh Babu Gopal (Coppell, Texas).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods for analyzing operations to determine factors contributing to a malicious classification and providing recommendations to prevent future misclassifications are disclosed herein. A feature modification system receives operation data associated with monitored operations, where each operation is characterized by a set of feature values. A machine learning-based detection model pr...