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pytorch
opacus

Training PyTorch models with differential privacy

76K 2K 395
APPFL
appfl

Advanced Privacy-Preserving Federated Learning framework

2K 175 34
inaccel
heflow

Open source platform for the privacy-preserving machine learning lifecycle

478 17 1
cicada-mpc
cicada-mpc

Fault-tolerant secure multiparty computation in Python.

375 6 2
facebookresearch
pytorch-dp

Training PyTorch models with differential privacy

155 2K 395
ancile-project
pyprivacy

Python Privacy framework

107 0 0
LatticeX-Foundation
latticex

A Privacy-Preserving Framework Based on TensorFlow

91 551 107
microsoft
privacy-estimates

A library for statistically estimating the privacy of ML pipelines from membership inference attacks

81 37 8
LatticeX-Foundation
latticex-rosetta

A Privacy-Preserving Framework Based on TensorFlow

68 551 107
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