Differential Privacy

Useful Links

OpenDP

1. OpenDP-Differential Privacy Datasets

2. OpenDP-PyTorch

OpenMined

1. OpenMined-PySyft

2. OpenMined-PyDP

Google

1. Google Differential Privacy

2. TensorFlow Privacy

PyTorch

1. PyTorch-Opacus

2. PyVacy: Privacy Algorithms for PyTorch Basically TensorFlow Privacy, but for PyTorch.

IBM

1. IBM-Diffprivlib

Applications

1. SecretFlow

R

1. diffpriv The diffpriv package makes privacy-aware data science in R easy.

Awesome

1. Awesome-Differential-Privacy-for-Statisticians

2. Awesome-Differential-Privacy

3. Awesome-Privacy