koenvanderveen / privatemlLinks
Machine Learning with SPDZ
☆20Updated last month
Alternatives and similar repositories for privateml
Users that are interested in privateml are comparing it to the libraries listed below
Sorting:
- Various material around private machine learning, some associated with blog☆149Updated 6 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 6 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- A curated list of resources for privacy-preserving machine learning☆149Updated 3 years ago
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Updated 4 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated last year
- A library for running Functional Encryption on tensors☆43Updated 4 years ago
- distributed federated learning for pytorch☆15Updated 7 years ago
- Blog dedicated to cryptography and machine learning☆23Updated 9 months ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 5 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- Secure collaborative training and inference for XGBoost.☆105Updated 2 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆223Updated 2 years ago
- Defines types for all Serde encoding across languages☆20Updated last year
- SOON TO BE DEPRECATED - Private machine learning progress☆471Updated 5 years ago
- tf-trusted allows you to run TensorFlow models in secure enclaves☆87Updated 5 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆174Updated 2 years ago
- ☆22Updated 2 years ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆34Updated 6 years ago
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Updated 2 years ago
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). …☆230Updated 6 years ago
- 6.857 project - implementation of scheme for encrypting integer vectors that allows addition, linear transformation, and weighted inner p…☆70Updated 8 years ago
- A concise primer on Differential Privacy☆29Updated 5 years ago
- Tricks for Accelerating (encrypted) Prediction As a Service☆19Updated 6 years ago
- Perform multi-party computation on machine learning applications☆22Updated 3 years ago
- A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets.☆32Updated 6 years ago
- Implementation of protocols in SecureNN.☆131Updated 2 years ago
- This repository contains binaries for the multiple teacher approach to learning differential private ML models: https://arxiv.org/abs/161…☆10Updated 8 years ago