OpenMined / private-ai-resources
SOON TO BE DEPRECATED - Private machine learning progress
☆470Updated 4 years ago
Alternatives and similar repositories for private-ai-resources:
Users that are interested in private-ai-resources are comparing it to the libraries listed below
- A curated list of resources for privacy-preserving machine learning☆148Updated 3 years ago
- A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science☆617Updated 2 years ago
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 3 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated 6 months ago
- A privacy preserving NLP framework☆197Updated last year
- A Framework for Encrypted Machine Learning in TensorFlow☆1,222Updated 4 months ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆223Updated 2 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 4 years ago
- Federated learning experiment using TensorFlow.js☆162Updated this week
- tf-trusted allows you to run TensorFlow models in secure enclaves☆87Updated 4 years ago
- Repo for Udacity's Secure & Private AI course☆455Updated last year
- The official Syft worker for Web and Node, built in Javascript☆148Updated 2 years ago
- list of differential-privacy related resources☆307Updated last month
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated last year
- 6.857 project - implementation of scheme for encrypting integer vectors that allows addition, linear transformation, and weighted inner p…☆70Updated 7 years ago
- DEPRECATED - do not use!!!☆348Updated 5 years ago
- Everything you need to know to contribute to OpenMined!☆215Updated last year
- Library for training machine learning models with privacy for training data☆1,947Updated last week
- Blog dedicated to cryptography and machine learning☆23Updated 3 months ago
- ☆22Updated 2 years ago
- A SMPC companion library for Syft☆102Updated 2 months ago
- ☆414Updated 8 months ago
- A library for Partially Homomorphic Encryption in Python☆610Updated last year
- This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). …☆227Updated 5 years ago
- Decentralized Machine Learning Client☆198Updated 3 years ago
- A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets.☆32Updated 5 years ago
- resources about federated learning and privacy in machine learning☆532Updated 7 months ago
- Dataflow analysis & differential privacy for SQL queries. This project is deprecated and not maintained.☆397Updated 5 years ago
- Tensor Based Environment Framework for Training RL Agents - Pre Alpha☆8Updated 4 years ago