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

Jens Keim f79506afca add parameter documentation		преди 3 години
LICENSE-2.0.txt	77214932d6 add license	преди 3 години
LICENSE.md	77214932d6 add license	преди 3 години
README.md	3085a2e483 add readme	преди 3 години
privacy_engine_xl.py	f79506afca add parameter documentation	преди 3 години

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

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.