An advanced Differential Privacy library for pyTorch, based on opacus.
Jens Keim
a88815e07c
fix readme formatting for gogs
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há 3 anos atrás | |
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| LICENSE-2.0.txt | há 3 anos atrás | |
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| privacy_engine_xl.py | há 3 anos atrás |
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
- additional noise distributions
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.