Synaptics Incorporated
NEURAL NETWORK INFERENCING ON PROTECTED DATA

Abstract:

A method and apparatus for inferencing on protected data. A user device retrieves protected data from a secure memory, generates inferences about the protected data using one or more neural network models stored on the user device, and updates a user interface of the user device based at least in part on the inferences. The secure memory is inaccessible to applications executing in a rich environment of the user device. Thus, in some aspects, the inferences may be generated, at least in part, by a neural network application executing in a trusted environment of the user device.