| OpenMined/PySyft |
9,118 |
|
3 |
2 |
about 2 years ago |
228 |
December 07, 2023 |
143 |
apache-2.0 |
Python |
| Perform data science on data that remains in someone else's server |
| pytorch/opacus |
1,535 |
|
0 |
17 |
over 2 years ago |
20 |
May 06, 2022 |
68 |
apache-2.0 |
Jupyter Notebook |
| Training PyTorch models with differential privacy |
| TsingZ0/PFLlib |
935 |
|
0 |
0 |
about 2 years ago |
0 |
|
7 |
gpl-2.0 |
Python |
| Personalized federated learning simulation platform with non-IID and unbalanced dataset |
| vanderschaarlab/synthcity |
292 |
|
0 |
0 |
over 2 years ago |
0 |
|
25 |
apache-2.0 |
Python |
| A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation. |
| wenzhu23333/Differential-Privacy-Based-Federated-Learning |
212 |
|
0 |
0 |
over 2 years ago |
0 |
|
1 |
gpl-3.0 |
Python |
| Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. ) |
| elliotwaite/pytorch-to-javascript-with-onnx-js |
175 |
|
0 |
0 |
almost 4 years ago |
0 |
|
1 |
mit |
Python |
| Run PyTorch models in the browser using ONNX.js |
| mithril-security/bastionlab |
157 |
|
0 |
0 |
over 2 years ago |
0 |
|
14 |
apache-2.0 |
Rust |
| A simple framework for privacy-friendly data science collaboration |
| NimbleEdge/EnvisEdge |
132 |
|
0 |
0 |
about 3 years ago |
0 |
|
127 |
apache-2.0 |
Python |
| Deploy recommendation engines with Edge Computing |
| Desilo/liberate-fhe |
76 |
|
0 |
0 |
about 2 years ago |
0 |
|
2 |
bsd-3-clause-clear |
Python |
| A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy. |
| ChrisWaites/pyvacy |
73 |
|
0 |
0 |
almost 6 years ago |
5 |
May 03, 2019 |
2 |
apache-2.0 |
Python |
| 👁🙅♀️Differentially Private Optimization Algorithms for PyTorch |
