US Patent Issued to UNIVERSITY OF FLORIDA RESEARCH FOUNDATION on May 5 for "Hardware trojan detection using Shapley ensemble boosting" (Florida Inventors)

ALEXANDRIA, Va., May 5 -- United States Patent no. 12,619,727, issued on May 5, was assigned to UNIVERSITY OF FLORIDA RESEARCH FOUNDATION Inc. (Gainesville, Fla.).

"Hardware trojan detection using Shapley ensemble boosting" was invented by Prabhat Kumar Mishra (Gainesville, Fla.) and Zhixin Pan (Gainesville, Fla.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Various embodiments of the present disclosure provide hardware trojan detection using Shapley ensemble boosting. In one example, an embodiment provides for extracting a plurality of features related to hardware trojan detection from one or more circuit samples related to one or more circuits, training one or more machine learning models based at least i...