athenarc / smpc-analytics
π 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.
β20Updated last year
Alternatives and similar repositories for smpc-analytics:
Users that are interested in smpc-analytics are comparing it to the libraries listed below
- Privacy -preserving Neural Networksβ78Updated 6 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.β39Updated 5 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inferenceβ48Updated 4 years ago
- Private Information Retrieval protocolβ44Updated 3 years ago
- An efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more partiesβ86Updated last year
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharingβ52Updated 3 years ago
- β54Updated 2 years ago
- Python implementation of "Somewhat Practical Fully Homomorphic Encryption"β21Updated 4 years ago
- Implementation of protocols in Falconβ93Updated 6 months ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption libraryβ95Updated 5 years ago
- β36Updated 3 months ago
- Implementation of protocols in SecureNN.β130Updated 2 years ago
- A python library providing several polynomial-based Private Set Intersection protocols.β43Updated 10 years ago
- β28Updated last year
- Semi-honest Two Party Computation Based on Garbled Circuits.β77Updated 2 years ago
- HEAAN lib binds for Pythonβ32Updated 4 years ago
- β103Updated 3 years ago
- A repo to hold common tools used by my crypto projectsβ126Updated 2 weeks ago
- A Cryptographic Inference Service for Neural Networksβ127Updated 6 months ago
- Private Set Intersection in the Internet Setting From Lightweight Oblivious PRFβ86Updated 2 years ago
- Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehensβ¦β208Updated last month
- An implementation of (Unbalanced, Labeled) Private Set Intersection based on homomorphic encryption using Microsoft SEAL.β28Updated 5 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)β33Updated 3 years ago
- A repository for private set intersection.β178Updated last month
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.β114Updated last year
- IBM HElayers homomorphic encryption SDK for C++ and Pythonβ36Updated last month
- Example implementation of the SealPIR protocolβ141Updated 3 months ago
- Cerebro: A platform for Secure Coopetitive Learningβ21Updated 3 years ago
- A framework for generic hybrid two-party computation and private inference with neural networksβ31Updated last year
- β34Updated 4 years ago