US Patent Issued to CITIBANK on April 8 for "Detection and mitigation of machine learning model adversarial attacks" (American, Israeli, Indian Inventors)

ALEXANDRIA, Va., April 9 -- United States Patent no. 12,271,491, issued on April 8, was assigned to CITIBANK N.A..

"Detection and mitigation of machine learning model adversarial attacks" was invented by William Franklin Cameron (Jacksonville, Fla.), Pramod Goyal (Ahmedabad, India), Prithvi Narayana Rao (Allen, Texas), Manjit Rajaretnam (Irving, Texas) and Miriam Silver (Tel Aviv, Israel).

According to the abstract* released by the U.S. Patent & Trademark Office: "Described herein are systems and methods for verifying the integrity of data, such as data used for training machine learning models. Some implementations are directed to verifying the provenance of datasets, the contents of datasets, or both. In some implementations, multiple f...