google / differential-privacyLinks
Google's differential privacy libraries.
☆3,273Updated 3 weeks ago
Alternatives and similar repositories for differential-privacy
Users that are interested in differential-privacy are comparing it to the libraries listed below
Sorting:
- Diffprivlib: The IBM Differential Privacy Library☆904Updated 3 months ago
- Library for training machine learning models with privacy for training data☆1,995Updated last week
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆544Updated 2 months ago
- ☆844Updated 2 months ago
- RAPPOR: Privacy-Preserving Reporting Algorithms☆870Updated 3 years ago
- The core library of differential privacy algorithms powering the OpenDP Project.☆399Updated this week
- Dataflow analysis & differential privacy for SQL queries. This project is deprecated and not maintained.☆401Updated 6 years ago
- list of differential-privacy related resources☆319Updated last year
- Training PyTorch models with differential privacy☆1,894Updated last month
- A framework for Privacy Preserving Machine Learning☆1,635Updated last year
- PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…☆283Updated last month
- A Framework for Encrypted Machine Learning in TensorFlow☆1,243Updated last year
- Tools and service for differentially private processing of tabular and relational data☆290Updated 4 months ago
- Differential privacy validator and runtime☆292Updated 4 years ago
- A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science☆616Updated 2 years ago
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆692Updated 8 months ago
- ARX is a comprehensive open source data anonymization tool aiming to provide scalability and usability. It supports various anonymization…☆688Updated 3 months ago
- An open and flexible framework for developing enclave applications☆981Updated 3 years ago
- ☆45Updated 4 years ago
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆78Updated 2 months ago
- Python language bindings for smartnoise-core.☆76Updated 2 years ago
- A library for doing homomorphic encryption operations on tensors☆994Updated 10 months ago
- Private computation framework library allows developers to perform randomized controlled trials, without leaking information about who pa…☆143Updated 2 months ago
- ☆334Updated 2 weeks ago
- SOON TO BE DEPRECATED - Private machine learning progress☆471Updated 5 years ago
- An open-source framework for machine learning and other computations on decentralized data.☆2,420Updated 2 weeks ago
- A collection of algorithms that can do join between two parties while preserving the privacy of keys on which the join happens☆213Updated last year
- IBM Fully Homomorphic Encryption Toolkit For Linux. This toolkit is a Linux based Docker container that demonstrates computing on encrypt…☆1,464Updated last year
- Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).☆175Updated 2 years ago
- Perform data science on data that remains in someone else's server☆9,836Updated 5 months ago