CheckNet: Secure Inference on Untrusted Devices

Marcus Comiter, Surat Teerapittayanon, H. T. Kung

We introduce CheckNet, a method for secure inference with deep neural networks on untrusted devices. CheckNet is like a checksum for neural network inference: it verifies the integ…