Library for training machine learning models with privacy for training data
☆2,021Jul 8, 2026Updated last month
Alternatives and similar repositories for privacy
Users that are interested in privacy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Training PyTorch models with differential privacy☆1,947Jul 13, 2026Updated 3 weeks ago
- Diffprivlib: The IBM Differential Privacy Library☆919Sep 17, 2025Updated 10 months ago
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆136Dec 8, 2022Updated 3 years ago
- Google's differential privacy libraries.☆3,341Updated this week
- An open-source framework for machine learning and other computations on decentralized data.☆2,447Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- autodp: A flexible and easy-to-use package for differential privacy☆279Dec 5, 2023Updated 2 years ago
- A Framework for Encrypted Machine Learning in TensorFlow☆1,243Sep 25, 2024Updated last year
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆724Apr 26, 2025Updated last year
- Perform data science on data that remains in someone else's server☆9,938Updated this week
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆550May 11, 2026Updated 2 months ago
- Simulate a federated setting and run differentially private federated learning.☆393Mar 7, 2025Updated last year
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Apr 16, 2021Updated 5 years ago
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆49Apr 29, 2021Updated 5 years ago
- Dataflow analysis & differential privacy for SQL queries. This project is deprecated and not maintained.☆402Dec 3, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for Auditing DPSGD☆39Feb 15, 2022Updated 4 years ago
- A framework for Privacy Preserving Machine Learning