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CHANGELOG.md

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Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[Unreleased]

[0.4.0]

Added

  • SecureNN with int64 support has landed, a tensorflow build with int64 matmul support must be used. See details on how to do that here
  • Cryptographically secure random numbers feature has been implemented.
  • We now send random seeds from the crypto-producer instead of full tensors when masking and computing multiplications. This reduces the amount of data sent across the wire between parties effecting operations such as mul, matmul, conv2d, and square.
  • Four new operations are now supported: Pad, BatchToSpaceND, SpaceToBatchND, ArgMax

Changed

  • There are now separate wheels published to PyPI for MacOS and Linux.
  • Various documentation updates.

[0.3.0]

Breaking

  • Default naming of crypto producer and weights provider have been changed to crypto-producer and weights-provider respectively.

Changed

  • Various documentation updates.

[0.2.0]

Breaking

  • Import path renamed from tensorflow_encrypted to tf_encrypted

Added

  • Added the beginnings of documentation which is available on readthedocs
  • Added a CHANGELOG.md file to the project root.