US Patent Issued to Nomura Research Institute on Feb. 3 for "Information processing apparatus for improving robustness of deep neural network by using adversarial training and formal method" (California Inventor)

ALEXANDRIA, Va., Feb. 3 -- United States Patent no. 12,541,683, issued on Feb. 3, was assigned to Nomura Research Institute Ltd. (Tokyo).

"Information processing apparatus for improving robustness of deep neural network by using adversarial training and formal method" was invented by Teruhiro Tagomori (Irvine, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "An information processing apparatus acquires a user setting related to a feature of adversarial training and performs the adversarial training that trains a neural network by using training data including an adversarial sample and correct answer data indicating an original classification class, and the user setting, the adversarial training training...