US Patent Issued to Jumio on Sept. 22 for "Spoof detection using reinforcement learning to generate improved training data" (Virginia Inventor)

ALEXANDRIA, Va., Sept. 24 -- United States Patent no. 12,743,509, issued on Sept. 22, was assigned to Jumio Corp. (Sunnyvale, Calif.).

"Spoof detection using reinforcement learning to generate improved training data" was invented by Vikas Gottemukkula (Alexandria, Va.).

According to the abstract* released by the U.S. Patent & Trademark Office: "The disclosure includes a system and method for spoof image detection. A spoof detection model is trained based at least in part on spoofed images and/or videos generated by a spoof agent. The spoof agent is trained using a reinforcement learning algorithm that is rewarded for successfully fooling the spoof detection model. Thus, the spoof agent learns to improve its abilities to fool the spoof det...