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federated-learning Secure aggregation example update (#411) Mar 1, 2019
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README.md

README.md

Examples

This directory contains various examples of using TF Encrypted:

  • simple-average very basic example computing an average to get started
  • mnist private digit predictions and integration with ordinary TensorFlow
  • federated-learning secure aggregation for federated learning
  • house-credit-default private predictions with a logistic regression model
  • logistic private training of logistic regression model using stochastic gradient descent
  • securenn private predictions using several neural networks from the SecureNN paper

See the individual subdirectories for details, including instructions for running each example.

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