IBM / differential-privacy-libraryLinks
Diffprivlib: The IBM Differential Privacy Library
☆887Updated 4 months ago
Alternatives and similar repositories for differential-privacy-library
Users that are interested in differential-privacy-library are comparing it to the libraries listed below
Sorting:
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆532Updated last year
- list of differential-privacy related resources☆315Updated 8 months ago
- Tools and service for differentially private processing of tabular and relational data☆280Updated last month
- The core library of differential privacy algorithms powering the OpenDP Project.☆379Updated last week
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆678Updated 4 months ago
- autodp: A flexible and easy-to-use package for differential privacy☆275Updated last year
- ☆43Updated 4 years ago
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆76Updated 2 years ago
- ☆317Updated last month
- Library for training machine learning models with privacy for training data☆1,980Updated 3 months ago
- A library providing general-purpose tools for estimating discrete distributions from noisy observations of their marginals.☆105Updated 3 weeks ago
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- Differential private machine learning☆195Updated 3 years ago
- Training PyTorch models with differential privacy☆1,848Updated this week
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆513Updated last month
- Sample LDP implementation in Python☆129Updated 2 years ago
- Analytic calibration for differential privacy with Gaussian perturbations☆49Updated 6 years ago
- Multiple Frequency Estimation Under Local Differential Privacy in Python☆49Updated 2 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Updated 4 years ago
- This repository contains the codes for first large-scale investigation of Differentially Private Convex Optimization algorithms.☆63Updated 6 years ago
- Python language bindings for smartnoise-core.☆76Updated 2 years ago
- A Simulator for Privacy Preserving Federated Learning☆94Updated 4 years ago
- Anonymization methods for network security.☆160Updated 6 months ago
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆136Updated 2 years ago
- Simulate a federated setting and run differentially private federated learning.☆381Updated 6 months ago
- Differential privacy validator and runtime☆291Updated 3 years ago
- Differentially Private Optimization for PyTorch 👁🙅♀️☆187Updated 5 years ago
- PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…☆279Updated last week
- A library for Partially Homomorphic Encryption in Python☆628Updated 2 years ago
- Repository for collection of research papers on privacy.☆341Updated last year