Various material around private machine learning, some associated with blog
☆150Sep 9, 2019Updated 6 years ago
Alternatives and similar repositories for privateml
Users that are interested in privateml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Framework for Encrypted Machine Learning in TensorFlow☆1,244Sep 25, 2024Updated last year
- Machine Learning with SPDZ☆20Jul 25, 2025Updated 8 months ago
- Implementation of protocols in SecureNN.☆131Oct 8, 2022Updated 3 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Jul 14, 2021Updated 4 years ago
- A Three Party MPC framework for Machine learning and Databases☆212Feb 27, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Mar 31, 2021Updated 4 years ago
- Blog dedicated to cryptography and machine learning☆23Nov 14, 2024Updated last year
- SOON TO BE DEPRECATED - Private machine learning progress☆469May 16, 2020Updated 5 years ago
- News in Privacy-Preserving Machine Learning☆12Feb 5, 2020Updated 6 years ago
- (Inactive, see readme) Multiparty computation with SPDZ, MASCOT, and Overdrive offline phases☆222Dec 26, 2018Updated 7 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Oct 6, 2020Updated 5 years ago
- Privacy -preserving Neural Networks☆79Dec 21, 2018Updated 7 years ago
- 6.857 project - implementation of scheme for encrypting integer vectors that allows addition, linear transformation, and weighted inner p…☆69Jun 26, 2017Updated 8 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆77Jul 25, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆443Jun 19, 2024Updated last year
- Versatile framework for multi-party computation☆1,137Mar 18, 2026Updated last week
- Implementation of protocols in Falcon☆95Jul 30, 2024Updated last year
- ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation☆492Feb 22, 2022Updated 4 years ago
- ☆39Nov 8, 2024Updated last year
- 📊 Privacy Preserving Medical Data Analytics using Secure Multi Party Computation. An End-To-End Use Case. A. Giannopoulos, D. Mouris M.S…☆21Dec 5, 2023Updated 2 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆183Apr 20, 2021Updated 4 years ago
- Rust implementation of the BMR16 arithmetic garbling scheme.☆34Dec 19, 2019Updated 6 years ago
- Arbitrary precision integers in TensorFlow☆11Dec 27, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Defines types for all Serde encoding across languages☆20Sep 3, 2024Updated last year
- Oblivious transfer for multiparty computation☆37Feb 25, 2020Updated 6 years ago
- Repository for the SCALE-MAMBA MPC system☆266Sep 6, 2023Updated 2 years ago
- A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science☆616Feb 16, 2023Updated 3 years ago
- Decentralized Machine Learning Client☆196May 8, 2021Updated 4 years ago
- Secure distributed aggregation of high-dimensional vectors☆58Mar 31, 2017Updated 8 years ago
- Twitter bot to detect and report fake Elon Musk accounts☆15Jul 12, 2018Updated 7 years ago
- The OpenMined website...☆42Aug 1, 2024Updated last year
- A fast, portable, and easy to use Oblivious Transfer Library☆492Updated this week
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Dec 27, 2022Updated 3 years ago
- A framework for Privacy Preserving Machine Learning☆1,641Nov 23, 2024Updated last year
- Crypto and networking utils used for ABY and OTExtension☆19Jul 6, 2021Updated 4 years ago
- Perform data science on data that remains in someone else's server☆9,871Jul 15, 2025Updated 8 months ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆56May 30, 2020Updated 5 years ago
- Sample code and build environments for MPC frameworks☆523Dec 12, 2024Updated last year
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Jun 27, 2023Updated 2 years ago