opendp / smartnoise-samples
Code samples and documentation for SmartNoise differential privacy tools
☆132Updated 2 years ago
Alternatives and similar repositories for smartnoise-samples:
Users that are interested in smartnoise-samples are comparing it to the libraries listed below
- Python language bindings for smartnoise-core.☆76Updated 2 years ago
- Tools and service for differentially private processing of tabular and relational data☆262Updated 2 months ago
- Differential privacy validator and runtime☆291Updated 3 years ago
- The core library of differential privacy algorithms powering the OpenDP Project.☆346Updated this week
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆508Updated 6 months ago
- PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…☆274Updated 2 months ago
- ☆264Updated 11 months ago
- A toolbox for differentially private data generation☆131Updated last year
- ☆38Updated 2 years ago
- Diffprivlib: The IBM Differential Privacy Library☆853Updated this week
- Generates synthetic data and user interfaces for privacy-preserving data sharing and analysis.☆117Updated 11 months ago
- An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"☆101Updated last week
- list of differential-privacy related resources☆308Updated 2 months ago
- ☆43Updated 3 years ago
- ☆39Updated 2 years ago
- Web application that makes data releases that satisfy differential privacy using the OpenDP Library☆22Updated 7 months ago
- Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.☆173Updated last year
- ☆35Updated last year
- Secure collaborative training and inference for XGBoost.☆105Updated 2 years ago
- Statistical Counterexample Detector for Differential Privacy☆28Updated 11 months ago
- Course Material for the Tutorial on Privacy Enhancing Technologies and PPML☆12Updated 3 years ago
- This repository contains the codes for first large-scale investigation of Differentially Private Convex Optimization algorithms.☆63Updated 6 years ago
- Federated Learning Utilities and Tools for Experimentation☆187Updated last year
- Dataflow analysis & differential privacy for SQL queries. This project is deprecated and not maintained.☆397Updated 5 years ago
- Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).☆173Updated last year
- UCLANesl - NIST Differential Privacy Challenge (Match 3)☆23Updated 5 years ago
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆630Updated 3 months ago
- Privacy-preserving XGBoost Inference☆48Updated last year
- A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.☆51Updated 6 months ago
- 🏁 The core repository to support participants through the UN PET Lab Hackathon 2022 👉 Registration at: https://petlab.officialstatistic…☆19Updated 2 years ago