Secure Evaluation of Quantized Neural Networks
We investigate two questions in this paper: First, we ask to what extent “MPC friendly” models are already supported by major Machine Learning frameworks such as TensorFlow or PyTorch. Prior works provide protocols that only work on fixed-point integers and specialized activation functions, two aspe...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
Sciendo
2020-10-01
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Series: | Proceedings on Privacy Enhancing Technologies |
Online Access: | https://doi.org/10.2478/popets-2020-0077 |