opendp / smartnoise-core-pythonLinks
Python language bindings for smartnoise-core.
☆76Updated 2 years ago
Alternatives and similar repositories for smartnoise-core-python
Users that are interested in smartnoise-core-python are comparing it to the libraries listed below
Sorting:
- Code samples and documentation for SmartNoise differential privacy tools☆134Updated 3 years ago
- Tools and service for differentially private processing of tabular and relational data☆290Updated 5 months ago
- PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…☆283Updated last month
- Differential privacy validator and runtime☆292Updated 4 years ago
- The core library of differential privacy algorithms powering the OpenDP Project.☆402Updated last week
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆541Updated 2 months ago
- Diffprivlib: The IBM Differential Privacy Library☆899Updated 4 months ago
- Privacy-preserving XGBoost Inference☆50Updated 2 years ago
- A Platform for Secure Analytics and Machine Learning☆305Updated 2 years ago
- Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).☆175Updated 2 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- list of differential-privacy related resources☆321Updated last year
- Web application that makes data releases that satisfy differential privacy using the OpenDP Library☆22Updated last year
- Secure collaborative training and inference for XGBoost.☆107Updated 3 years ago
- A SMPC companion library for Syft☆106Updated this week
- Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.☆175Updated 2 years ago
- Dataflow analysis & differential privacy for SQL queries. This project is deprecated and not maintained.☆401Updated 6 years ago
- A library for Partially Homomorphic Encryption in Python☆632Updated 2 years ago
- A library for running Functional Encryption on tensors☆45Updated 5 years ago
- UCLANesl - NIST Differential Privacy Challenge (Match 3)☆25Updated 6 years ago
- ☆38Updated 3 years ago
- ☆24Updated 2 years ago
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆696Updated 8 months ago
- Privacy Testing for Deep Learning☆211Updated 4 months ago
- ☆272Updated last year
- This repository contains the codes for first large-scale investigation of Differentially Private Convex Optimization algorithms.☆63Updated 7 years ago
- Federated Learning Utilities and Tools for Experimentation☆193Updated 2 years ago
- Privacy-Preserving Machine Learning (PPML) Tutorial☆42Updated last month
- A curated list of resources for privacy-preserving machine learning☆149Updated 4 years ago
- Various material around private machine learning, some associated with blog☆150Updated 6 years ago