US Patent Issued to Bank of America on July 29 for "Data poisoning and model drift prevention system" (Indian Inventors)

ALEXANDRIA, Va., July 30 -- United States Patent no. 12,373,551, issued on July 29, was assigned to Bank of America Corp. (Charlotte, N.C.).

"Data poisoning and model drift prevention system" was invented by Vijay Kumar Yarabolu (Hyderabad, India) and Gowthaman Sundararaj (Chennai, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "A data poisoning and model drift prevention computing system may feed trusted historical data to one or more generative adversarial networks (GAN) and cause the GANs to generate simulated data. Curated simulated data is clustered and the data characteristics are captured, such as number of clusters, data density, and the like. The data poisoning and model drift prevention comput...