QUOTIENT achieves 50X faster WAN training time and 6% higher absolute accuracy for secure two-party DNN training by jointly optimizing a discretized training algorithm with a tailored secure protocol.
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QUOTIENT: Two-Party Secure Neural Network Training and Prediction
QUOTIENT achieves 50X faster WAN training time and 6% higher absolute accuracy for secure two-party DNN training by jointly optimizing a discretized training algorithm with a tailored secure protocol.