ALEXANDRIA, Va., Aug. 25 -- United States Patent no. 12,717,904, issued on Aug. 25, was assigned to NXP B.V. (Eindhoven, Netherlands).
"Method and system for protecting a machine learning model against extraction" was invented by Jan Hoogerbrugge (San Jose, Calif.) and Wilhelmus Petrus Adrianus Johannus Michiels (San Jose, Calif.).
According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods for protecting a Machine Learning (ML) model from extraction have been described. In an illustrative, non-limiting embodiment, a method may include: obtaining a plurality of input samples usable as part of an inference operation, wherein the inference operation is performed through execution of a machine learning (ML...