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

Jens Keim 59fd146c03 add clipping 1 year ago
LICENSE-2.0.txt cf57afea64 add license 1 year ago
LICENSE.md cf57afea64 add license 1 year ago
README.md a88815e07c fix readme formatting for gogs 1 year ago
privacy_engine_xl.py 59fd146c03 add clipping 1 year ago

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.