TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft
☆45May 16, 2023Updated 2 years ago
Alternatives and similar repositories for tf-world-tutorial
Users that are interested in tf-world-tutorial are comparing it to the libraries listed below
Sorting:
- The website for TF Encrypted☆13Jan 5, 2023Updated 3 years ago
- Detecting skin cancer in encrypted images with TensorFlow☆30Jun 17, 2023Updated 2 years ago
- Arbitrary precision integers in TensorFlow☆11Dec 27, 2022Updated 3 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Jan 22, 2020Updated 6 years ago
- tf-trusted allows you to run TensorFlow models in secure enclaves☆87Jul 23, 2020Updated 5 years ago
- The Hybrid Public Key Encryption (HPKE) standard in Python☆12Apr 29, 2024Updated last year
- Sample functions for Cape Privacy☆20Sep 8, 2023Updated 2 years ago
- The Cape Privacy JavaScript SDK☆24Dec 1, 2025Updated 3 months ago
- A Framework for Machine Learning on Encrypted Data☆12Feb 10, 2022Updated 4 years ago
- Cape Privacy CLI☆30May 2, 2023Updated 2 years ago
- Nitrogen is a tool for deploying web services to AWS Nitro Enclaves.☆90Jul 20, 2023Updated 2 years ago
- Secure Inference Resilient Against Malicious Clients☆14May 3, 2022Updated 3 years ago
- A curated list of resources for privacy-preserving machine learning☆149Oct 19, 2021Updated 4 years ago
- ☆16Aug 31, 2021Updated 4 years ago
- ☆15Apr 16, 2022Updated 3 years ago
- Private Decision Tree Evaluation protocols☆11Jun 9, 2020Updated 5 years ago
- Implementation of protocols in SecureNN.☆131Oct 8, 2022Updated 3 years ago
- Pixel: Forward secure multi-signatures and threshold signatures☆16Apr 28, 2022Updated 3 years ago
- Benchmarks for various multi-party computation frameworks☆18Oct 28, 2024Updated last year
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆183Apr 20, 2021Updated 4 years ago
- The HEBench (homomorphic encryption benchmark) frontend consists of the components relevant to users running benchmarks, extending the te…☆20May 18, 2023Updated 2 years ago
- The Cape Privacy Python SDK☆24Oct 5, 2023Updated 2 years ago
- ☆10Mar 15, 2020Updated 6 years ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Oct 28, 2021Updated 4 years ago
- TensorFlow experiment codes of XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning (FL' ICML 2020)☆13Aug 10, 2020Updated 5 years ago
- A Parallel Secure Machine Learning Framework on GPUs☆21Nov 17, 2021Updated 4 years ago
- C++ OT extension implementation☆128Nov 13, 2020Updated 5 years ago
- ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation☆492Feb 22, 2022Updated 4 years ago
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆21Dec 30, 2021Updated 4 years ago
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆34Apr 29, 2021Updated 4 years ago
- ANSI escape sequence / unicode aware text wrapping for Go☆10Jan 12, 2020Updated 6 years ago
- Private AI Bootcamp was hosted by Microsoft in Redmond, WA on Dec 2nd-4th, 2019. This repository contains materials offered at the event,…☆32Aug 19, 2020Updated 5 years ago
- A simple Python implementation of a secure aggregation protocole for federated learning.☆37May 1, 2023Updated 2 years ago
- This repository contains the codes for first large-scale investigation of Differentially Private Convex Optimization algorithms.☆63Nov 5, 2018Updated 7 years ago
- Crypto and networking utils used for ABY and OTExtension☆19Jul 6, 2021Updated 4 years ago
- TensorFlow materials☆13Jan 8, 2021Updated 5 years ago
- Official implementation for the paper "Automatic Neural Network Pruning that Efficiently Preserves the Model Accuracy".☆11Jun 8, 2023Updated 2 years ago
- Generate GraphQL schemas from Swagger OpenAPI specs☆20Aug 3, 2021Updated 4 years ago
- ☆12Dec 22, 2025Updated 2 months ago