leriomaggio / privacy-preserving-data-scienceLinks
Course Material for the Tutorial on Privacy Enhancing Technologies and PPML
☆13Updated 3 years ago
Alternatives and similar repositories for privacy-preserving-data-science
Users that are interested in privacy-preserving-data-science are comparing it to the libraries listed below
Sorting:
- Code samples and documentation for SmartNoise differential privacy tools☆134Updated 3 years ago
- A concise primer on Differential Privacy☆29Updated 5 years ago
- A toolbox for differentially private data generation☆132Updated 2 years ago
- ☆24Updated last year
- Privacy-preserving XGBoost Inference☆49Updated 2 years ago
- SAP Security research sample code and tutorials for generating differentially private synthetic datasets using generative deep learning m…☆23Updated last year
- Privacy Preserving Machine Learning (Manning Early Access Program)☆33Updated 2 years ago
- Differentially Private Synthetic Data Generation [DP-SDG] - Experimental Setups & Knowledge Base - WORK IN PROGRESS☆12Updated 3 years ago
- UCLANesl - NIST Differential Privacy Challenge (Match 3)☆25Updated 6 years ago
- Differentially Private Optimization for PyTorch 👁🙅♀️☆187Updated 5 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 6 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- Practical ideas on securing machine learning models☆36Updated 4 years ago
- ☆40Updated 2 years ago
- ☆36Updated last year
- Tools and service for differentially private processing of tabular and relational data☆277Updated 2 weeks ago
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆118Updated 4 years ago
- ☆17Updated 5 years ago
- Differentially Private Generative Adversarial Networks for Time Series, Continuous, and Discrete Open Data☆33Updated 6 years ago
- Privacy-preserving generative deep neural networks support clinical data sharing☆106Updated 6 years ago
- Python language bindings for smartnoise-core.☆76Updated 2 years ago
- Fork of the differential privacy module of TF/models/research☆14Updated 5 years ago
- ☆16Updated 4 years ago
- ☆42Updated 2 years ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆531Updated 11 months ago
- COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records☆57Updated 4 years ago
- A privacy preserving NLP framework☆198Updated 2 years ago
- Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19☆33Updated 4 years ago
- Watson OpenScale tutorials including sample models, notebooks and applications☆22Updated 2 years ago
- Federated Learning is a distributed machine learning approach which enables model training on a large corpus of decentralised data. The r…☆42Updated 5 years ago