opendp / smartnoise-samplesLinks
Code samples and documentation for SmartNoise differential privacy tools
☆134Updated 3 years ago
Alternatives and similar repositories for smartnoise-samples
Users that are interested in smartnoise-samples are comparing it to the libraries listed below
Sorting:
- Python language bindings for smartnoise-core.☆76Updated 2 years ago
- Tools and service for differentially private processing of tabular and relational data☆277Updated 2 weeks ago
- Differential privacy validator and runtime☆291Updated 3 years ago
- PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…☆279Updated last week
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆531Updated 11 months ago
- ☆271Updated last year
- The core library of differential privacy algorithms powering the OpenDP Project.☆378Updated this week
- Privacy-preserving XGBoost Inference☆49Updated 2 years ago
- Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).☆174Updated last year
- Diffprivlib: The IBM Differential Privacy Library☆884Updated 3 months ago
- A Platform for Secure Analytics and Machine Learning☆304Updated 2 years ago
- A toolbox for differentially private data generation☆132Updated 2 years ago
- Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.☆175Updated 2 years ago
- UCLANesl - NIST Differential Privacy Challenge (Match 3)☆25Updated 6 years ago
- Course Material for the Tutorial on Privacy Enhancing Technologies and PPML☆13Updated 3 years ago
- A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.☆55Updated 11 months ago
- Dataflow analysis & differential privacy for SQL queries. This project is deprecated and not maintained.☆400Updated 5 years ago
- Generates synthetic data and user interfaces for privacy-preserving data sharing and analysis.☆122Updated last year
- A toolkit for tools and techniques related to the privacy and compliance of AI models.☆106Updated 3 months ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- detect demographic differences in the output of machine learning models or other assessments☆318Updated 5 years ago
- ☆38Updated 3 years ago
- A library that implements fairness-aware machine learning algorithms☆126Updated 4 years ago
- ☆40Updated 2 years ago
- A Privacy Preserving Data Mining Platform☆46Updated 13 years ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆171Updated 2 years ago
- list of differential-privacy related resources☆314Updated 7 months ago
- Web application that makes data releases that satisfy differential privacy using the OpenDP Library☆22Updated last year
- ☆36Updated last year
- Anonymization methods for network security.☆160Updated 5 months ago