US Patent Issued to D5AI on Oct. 21 for "Diversity for detection and correction of adversarial attacks" (Florida Inventor)

ALEXANDRIA, Va., Oct. 28 -- United States Patent no. 12,450,339, issued on Oct. 21, was assigned to D5AI LLC (Maitland, Fla.).

"Diversity for detection and correction of adversarial attacks" was invented by James K. Baker (Maitland, Fla.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A diverse set of neural networks are trained to be individually robust against adversarial attacks and diverse in a manner that decreases the ability of an adversarial example to fool the full diverse set. The systems/methods use a diversity criterion that is specialized for measuring diversity in response to adversarial attacks rather than diversity in the classification results. Also, one or more networks can be trained that a...