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

Jens Keim 8415d56c13 add readme		3 年前
LICENSE-2.0.txt	cf57afea64 add license	3 年前
LICENSE.md	cf57afea64 add license	3 年前
README.md	8415d56c13 add readme	3 年前
privacy_engine_xl.py	849618d73a move privacy_engine_xl to root	3 年前

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.