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An advanced Differential Privacy library for pyTorch, based on opacus.

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aDPtorch
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Jens Keim cde939075d rename sigma to noise_multiplier il y a 3 ans
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LICENSE.md 77214932d6 add license il y a 3 ans
README.md 3085a2e483 add readme il y a 3 ans
privacy_engine_xl.py cde939075d rename sigma to noise_multiplier il y a 3 ans

README.md

aDPtorch

An advanced Differential Privacy library for pyTorch, based on opacus.

Current Features

  • privacy_engine_xl
    • additional noise distributions
    • Gauss (Normal)
    • Laplace
    • Exponential
    • server side noise generation function

License

This repository is licensed under the Apache License 2.0, as some of the code is derived from opacus.

This repo contains a markdown and a text version of the license.

In case of any inconstancies refer to the license's website.