athenarc / smpc-analyticsLinks
📊 Privacy Preserving Medical Data Analytics using Secure Multi Party Computation. An End-To-End Use Case. A. Giannopoulos, D. Mouris M.Sc. thesis at the University of Athens, Greece.
☆21Updated last year
Alternatives and similar repositories for smpc-analytics
Users that are interested in smpc-analytics are comparing it to the libraries listed below
Sorting:
- Privacy -preserving Neural Networks☆79Updated 6 years ago
- ☆58Updated 3 years ago
- A SMPC companion library for Syft☆105Updated last month
- Materials about Privacy-Preserving Machine Learning☆260Updated 2 months ago
- Private Information Retrieval protocol☆46Updated 4 years ago
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- Implementation of protocols in Falcon☆95Updated last year
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Updated 2 years ago
- A Three Party MPC framework for Machine learning and Databases☆211Updated 8 months ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- Oblivious Transfer, Oblivious Transfer Extension and Variations☆178Updated last week
- C++ OT extension implementation☆128Updated 5 years ago
- ☆126Updated 2 months ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- HEhub is a library for homomorphic encryption and its applications, and is part of the PrimiHub project.☆96Updated 2 years ago
- A repository for private set intersection.☆186Updated 10 months ago
- An efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more parties☆90Updated 2 years ago
- A repo to hold common tools used by my crypto projects☆131Updated last month
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆57Updated 2 years ago
- SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keepin…☆308Updated this week
- ☆439Updated last year
- A Cryptographic Inference Service for Neural Networks☆130Updated last year
- ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation☆488Updated 3 years ago
- ☆21Updated 3 years ago
- Query compiler for secure multi-party computation.☆100Updated 5 years ago
- Private Set Intersection in the Internet Setting From Lightweight Oblivious PRF☆87Updated 3 years ago
- Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehens…☆219Updated 10 months ago
- ☆109Updated 3 years ago
- ☆37Updated last year