ppml
There are 1 repository under ppml topic.
zama-ai / concrete-ml
Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.
Language:Python 801yamanalab / PP-CNN
Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
Language:C++ 45pachadotdev / gravity
R package that provides estimation methods for Gravity Models
Language:R 35sharmi1206 / differential-privacy-tensorflow
Samples of multi-class text classification with Differential Privacy Tensorflow 2.0
Language:Python 10khoaguin / ppml-materials
A compiled list of resources and materials for PPML
jopasserat / federated-learning-tutorial
Hands-on part of the Federated Learning and Privacy-Preserving ML tutorial given at VISUM 2022
Language:Python 5kvgarimella / sisyphus-ppml
Sisyphus: A Cautionary Tale of Using Polynomial Activations in Privacy-Preserving Deep Learning
Language:Python 5- Language:C++ 3
datakaveri / iudx-MOTION2NX
Extension of the MOTION2NX framework to implement neural network inferencing task where the data is supplied to the “secure compute servers” by the “data providers”.
Language:C++ 2A Learning Journal on (Privacy-Preserving) AI for Medicine and Healthcare
Language:Jupyter Notebook 2pyladiesams / privacy-aware-ml-ds-nov2023
Learn how to apply core privacy principles and techniques to the data science and machine learning workflows with Python open source libraries for privacy-preserving machine learning.
Language:Jupyter Notebook 2DylanWangWQF / HT2ML
A C++-based framework for privacy-preserving machine learning using HE and TEE
Language:C++ 1VanTuongNguyen / Python_HealthScore
Health Score model implementation using Homomorphic Encryption to preserve data privacy.
Language:C++ 1A Replication (and Tribute) of The Log of Gravity
Language:TeX- Language:C++
