Kritikalcoder / DP-primerLinks
A concise primer on Differential Privacy
☆29Updated 5 years ago
Alternatives and similar repositories for DP-primer
Users that are interested in DP-primer are comparing it to the libraries listed below
Sorting:
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 6 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆77Updated last year
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆56Updated 5 years ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆34Updated 6 years ago
- A privacy preserving NLP framework☆198Updated 2 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- Fork of the differential privacy module of TF/models/research☆14Updated 6 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- ☆22Updated 2 years ago
- Proof of concept on a predictive maintenance use case using federated learning to continuously improve predictions of the remaining life…☆11Updated 5 years ago
- A privacy-preserving app for comparing last-known locations of coronavirus patients☆43Updated 2 years ago
- Privacy-Preserving Bandits (MLSys'20)☆22Updated 3 years ago
- autodp: A flexible and easy-to-use package for differential privacy☆277Updated 2 years ago
- Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19☆33Updated 4 years ago
- Code for fast dpsgd implementations in JAX/TF☆59Updated 3 years ago
- Various material around private machine learning, some associated with blog☆150Updated 6 years ago
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆267Updated 4 months ago
- For the demo. Click on the link.☆78Updated 2 years ago
- A toolbox for differentially private data generation☆130Updated 2 years ago
- A curated list of resources for privacy-preserving machine learning☆149Updated 4 years ago
- Course Material for the Tutorial on Privacy Enhancing Technologies and PPML☆13Updated 4 years ago
- Privacy-preserving generative deep neural networks support clinical data sharing☆106Updated 6 years ago
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Updated 4 years ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆541Updated last month
- A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discu…☆170Updated 2 years ago
- A library for running Functional Encryption on tensors☆45Updated 4 years ago
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆119Updated 4 years ago
- UCLANesl - NIST Differential Privacy Challenge (Match 3)☆25Updated 6 years ago
- Everything you need to know to contribute to OpenMined!☆217Updated last year
- A multi-language library for translating commands between PyTorch, TensorFlow, and TensorFlow.js☆56Updated 3 years ago