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 2 years ago
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 7 years ago
- ☆58Updated 3 years ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Updated 2 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- Private Information Retrieval protocol☆46Updated 4 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters☆148Updated 3 weeks ago
- An efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more parties☆91Updated 2 years ago
- Implementation of protocols in Falcon☆95Updated last year
- C++ OT extension implementation☆128Updated 5 years ago
- A SMPC companion library for Syft☆107Updated 2 weeks ago
- Materials about Privacy-Preserving Machine Learning☆262Updated 3 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- Oblivious Transfer, Oblivious Transfer Extension and Variations☆182Updated last month
- HEhub is a library for homomorphic encryption and its applications, and is part of the PrimiHub project.☆96Updated 3 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆49Updated 4 years ago
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation☆491Updated 3 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆32Updated 2 years ago
- A repo to hold common tools used by my crypto projects☆132Updated 3 months ago
- A Three Party MPC framework for Machine learning and Databases☆211Updated 9 months ago
- ☆129Updated 4 months ago
- A repository for private set intersection.☆185Updated last year
- ☆110Updated 4 years ago
- SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keepin…☆314Updated this week
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆57Updated 2 years ago
- Python implementation of "Somewhat Practical Fully Homomorphic Encryption"☆24Updated 5 years ago
- ☆440Updated last year
- HEAAN lib binds for Python☆32Updated 5 years ago
- ☆239Updated last month