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.
☆20Updated 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☆78Updated 6 years ago
- Materials about Privacy-Preserving Machine Learning☆257Updated this week
- ☆57Updated 3 years ago
- Private Information Retrieval protocol☆45Updated 4 years ago
- A SMPC companion library for Syft☆104Updated 2 months ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Updated 2 years ago
- Oblivious Transfer, Oblivious Transfer Extension and Variations☆176Updated last month
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆38Updated 5 years ago
- Implementation of protocols in Falcon☆95Updated last year
- Implementation of protocols in SecureNN.☆131Updated 2 years ago
- An efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more parties☆88Updated 2 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 4 years ago
- A repository for private set intersection.☆184Updated 8 months ago
- HEAAN lib binds for Python☆32Updated 5 years ago
- A Three Party MPC framework for Machine learning and Databases☆214Updated 6 months ago
- ☆124Updated 2 weeks ago
- Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters☆146Updated 3 weeks ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- ☆432Updated last year
- C++ OT extension implementation☆128Updated 4 years ago
- APSI is a C++ library for Asymmetric (unlabeled or labeled) Private Set Intersection.☆208Updated last year
- A Cryptographic Inference Service for Neural Networks☆131Updated last year
- ☆67Updated 6 years ago
- TinyGarble: Logic Synthesis and Sequential Descriptions for Yao's Garbled Circuits☆125Updated last year
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆58Updated 2 years ago
- ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation☆484Updated 3 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆86Updated 4 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆32Updated 2 years ago
- Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehens…☆214Updated 8 months ago