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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 f79506afca add parameter documentation vor 3 Jahren
LICENSE-2.0.txt 77214932d6 add license vor 3 Jahren
LICENSE.md 77214932d6 add license vor 3 Jahren
README.md 3085a2e483 add readme vor 3 Jahren
privacy_engine_xl.py f79506afca add parameter documentation vor 3 Jahren

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.