Alternatives and similar repositories for differential-privacy-library:

Users that are interested in differential-privacy-library are comparing it to the libraries listed below

• OpenMined / PyDP
  The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy
  ☆507Updated 5 months ago
• menisadi / awesome-differential-privacy
  list of differential-privacy related resources
  ☆307Updated last month
• opendp / smartnoise-sdk
  Tools and service for differentially private processing of tabular and relational data
  ☆262Updated last month
• opendp / opendp
  The core library of differential privacy algorithms powering the OpenDP Project.
  ☆343Updated this week
• privacytrustlab / ml_privacy_meter
  Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.
  ☆625Updated last month
• Billy1900 / Awesome-Differential-Privacy
  Differential private machine learning
  ☆189Updated 3 years ago
• yuxiangw / autodp
  autodp: A flexible and easy-to-use package for differential privacy
  ☆270Updated last year
• vvv214 / LDP_Protocols
  Sample LDP implementation in Python
  ☆122Updated last year
• ryan112358 / private-pgm
  An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"
  ☆98Updated this week
• opendp / smartnoise-core
  Differential privacy validator and runtime
  ☆289Updated 3 years ago
• Samuel-Maddock / pure-LDP
  Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.
  ☆73Updated last year
• pytorch / opacus
  Training PyTorch models with differential privacy
  ☆1,753Updated this week
• tensorflow / privacy
  Library for training machine learning models with privacy for training data
  ☆1,947Updated last week
• uber-archive / sql-differential-privacy
  Dataflow analysis & differential privacy for SQL queries. This project is deprecated and not maintained.
  ☆397Updated 5 years ago
• forestneo / sunPytools
  Useful tools for differential privacy
  ☆214Updated 2 years ago
• uvm-plaid / programming-dp
  ☆305Updated 3 weeks ago
• IBM / federated-learning-lib
  A library for federated learning (a distributed machine learning process) in an enterprise environment.
  ☆501Updated last year
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆217Updated last year
• OpenMined / PipelineDP
  PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…
  ☆274Updated 3 weeks ago
• hharcolezi / multi-freq-ldpy
  Multiple Frequency Estimation Under Local Differential Privacy in Python
  ☆42Updated last year
• ChrisWaites / pyvacy
  Differentially Private Optimization for PyTorch 👁🙅‍♀️
  ☆184Updated 4 years ago
• Guyanqi / Awesome-Privacy
  Repository for collection of research papers on privacy.
  ☆341Updated 7 months ago
• bargavj / EvaluatingDPML
  This project's goal is to evaluate the privacy leakage of differentially private machine learning models.
  ☆130Updated 2 years ago
• opendp / smartnoise-core-python
  Python language bindings for smartnoise-core.
  ☆75Updated last year
• haiphanNJIT / PrivateDeepLearning
  Differential Privacy Preservation in Deep Learning under Model Attacks
  ☆132Updated 3 years ago
• opendp / smartnoise-samples
  Code samples and documentation for SmartNoise differential privacy tools
  ☆132Updated 2 years ago
• OpenMined / TenSEAL
  A library for doing homomorphic encryption operations on tensors
  ☆882Updated this week
• dpcomp-org / dpcomp_core
  ☆43Updated 3 years ago
• mpc-msri / EzPC
  ☆414Updated 8 months ago
• OpenMined / SyMPC
  A SMPC companion library for Syft
  ☆102Updated 2 months ago