Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing

Mohammad Malekzadeh, Fahim Kawsar

In split inference, a deep neural network (DNN) is partitioned to run the early part of the DNN at the edge and the later part of the DNN in the cloud. This meets two key requireme…