US Patent Issued to Ping Identity International on June 2 for "Explainable neural network for anomaly detection" (California, Washington, New Jersey Inventors)

ALEXANDRIA, Va., June 2 -- United States Patent no. 12,645,920, issued on June 2, was assigned to Ping Identity International Inc. (Denver).

"Explainable neural network for anomaly detection" was invented by Raghavendra Gunnai (Marlboro, N.J.), Raminder Deep Singh Kaler (Redwood City, Calif.) and Sudhakar Peddibhotla (Seattle).

According to the abstract* released by the U.S. Patent & Trademark Office: "Disclosed are a process, system and medium for explaining an anomaly detected in an authentication request by a classifier, including. obtaining the anomaly detection model, with the anomaly detection model having been trained to detect anomalous authentication requests. Also disclosed is obtaining a multi-layer perceptron (MLP) model train...