Range-Arithmetic verifies outsourced DNN inference by checking matrix multiplication with sum-check and handling fixed-point rounding and ReLU with Bulletproofs range proofs, achieving logarithmic communication and quadratic verifier work.
Interactive proofs for rounding arithmetic
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\texttt{Range-Arithmetic}: Verifiable Deep Learning Inference on an Untrusted Party
Range-Arithmetic verifies outsourced DNN inference by checking matrix multiplication with sum-check and handling fixed-point rounding and ReLU with Bulletproofs range proofs, achieving logarithmic communication and quadratic verifier work.