mc2-project / mc2Links
A Platform for Secure Analytics and Machine Learning
☆305Updated 2 years ago
Alternatives and similar repositories for mc2
Users that are interested in mc2 are comparing it to the libraries listed below
Sorting:
- Secure collaborative training and inference for XGBoost.☆107Updated 3 years ago
- tf-trusted allows you to run TensorFlow models in secure enclaves☆87Updated 5 years ago
- An encrypted data analytics platform☆184Updated 2 years ago
- Differential privacy validator and runtime☆292Updated 3 years ago
- PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…☆284Updated last week
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- Python language bindings for smartnoise-core.☆76Updated 2 years ago
- Privacy-preserving XGBoost Inference☆50Updated 2 years ago
- A curated list of resources for privacy-preserving machine learning☆149Updated 4 years ago
- Tools and service for differentially private processing of tabular and relational data☆287Updated 4 months ago
- A SMPC companion library for Syft☆105Updated last month
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆223Updated 2 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆174Updated 2 years ago
- A collection of algorithms that can do join between two parties while preserving the privacy of keys on which the join happens☆212Updated last year
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆541Updated last month
- Query compiler for secure multi-party computation.☆100Updated 5 years ago
- ☆440Updated last year
- Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware☆171Updated 2 years ago
- Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters☆148Updated 3 weeks ago
- Code samples and documentation for SmartNoise differential privacy tools☆134Updated 3 years ago
- Various material around private machine learning, some associated with blog☆150Updated 6 years ago
- FBPCS (Facebook Private Computation Solutions) leverages secure multi-party computation (MPC) to output aggregated data without making u…☆152Updated last year
- The core library of differential privacy algorithms powering the OpenDP Project.☆398Updated this week
- Privacy -preserving Neural Networks☆79Updated 6 years ago
- A library for running Functional Encryption on tensors☆45Updated 4 years ago
- This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). …☆229Updated 6 years ago
- PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in…☆535Updated 3 months ago
- ☆57Updated last year
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆57Updated 2 years ago
- Diffprivlib: The IBM Differential Privacy Library☆899Updated 2 months ago