TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft
☆45May 16, 2023Updated 3 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The website for TF Encrypted☆13Jan 5, 2023Updated 3 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆55May 30, 2020Updated 6 years ago
- Verify every install script. Checksum.sh is a simple way to download, review, and verify install scripts.☆44Feb 14, 2023Updated 3 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Jan 22, 2020Updated 6 years ago
- The Hybrid Public Key Encryption (HPKE) standard in Python☆12Apr 29, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A Framework for Machine Learning on Encrypted Data☆12Feb 10, 2022Updated 4 years ago
- A Framework for Encrypted Machine Learning in TensorFlow☆1,243Sep 25, 2024Updated last year
- Nitrogen is a tool for deploying web services to AWS Nitro Enclaves.☆93Jul 20, 2023Updated 3 years ago
- Secure Inference Resilient Against Malicious Clients☆14May 3, 2022Updated 4 years ago
- A curated list of resources for privacy-preserving machine learning☆149Oct 19, 2021Updated 4 years ago
- ☆16Aug 31, 2021Updated 4 years ago
- ☆68Sep 16, 2018Updated 7 years ago
- SOON TO BE DEPRECATED - Private machine learning progress☆469May 16, 2020Updated 6 years ago
- Pixel: Forward secure multi-signatures and threshold signatures☆16Apr 28, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆183Apr 20, 2021Updated 5 years ago
- Benchmarks for various multi-party computation frameworks☆18Oct 28, 2024Updated last year
- Privacy -preserving Neural Networks☆78Dec 21, 2018Updated 7 years ago
- ☆10Mar 15, 2020Updated 6 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Oct 1, 2019Updated 6 years ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Oct 28, 2021Updated 4 years ago
- A Parallel Secure Machine Learning Framework on GPUs☆21Nov 17, 2021Updated 4 years ago
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆21Dec 30, 2021Updated 4 years ago
- Interconnection Protocol☆20Jul 21, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation☆495Jul 17, 2026Updated 3 weeks ago
- C++ OT extension implementation☆129Nov 13, 2020Updated 5 years ago
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆34Apr 29, 2021Updated 5 years ago
- This repository contains the codes for first large-scale investigation of Differentially Private Convex Optimization algorithms.☆63Nov 5, 2018Updated 7 years ago
- ☆216Feb 25, 2025Updated last year
- 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
- AngularJS bindings for GoInstant. Build realtime, multi-user apps with AngularJS and GoInstant easily. https://developers.goinstant.com/v…☆137Jun 12, 2014Updated 12 years ago
- Crypto and networking utils used for ABY and OTExtension☆19Jul 17, 2026Updated 3 weeks ago
- TensorFlow materials☆13Jan 8, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A simple Python implementation of a secure aggregation protocole for federated learning.☆38May 1, 2023Updated 3 years ago
- This repo will no longer be updated. GoInstant will be discontinued as of August 31, 2014. Read our blog for more details.☆15May 13, 2014Updated 12 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit …☆93Aug 4, 2019Updated 7 years ago
- ☆12Dec 22, 2025Updated 7 months ago
- Terraform Manifold Provider☆14Apr 1, 2020Updated 6 years ago
- Sample code and build environments for MPC frameworks☆520Dec 12, 2024Updated last year
- ☆59May 2, 2022Updated 4 years ago