athenarc / smpc-analyticsLinks
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
Sorting:
- Private Information Retrieval protocolβ45Updated 4 years ago
- Privacy -preserving Neural Networksβ78Updated 6 years ago
- β57Updated 3 years ago
- A SMPC companion library for Syftβ104Updated 2 months ago
- A Three Party MPC framework for Machine learning and Databasesβ211Updated 5 months ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption libraryβ95Updated 5 years ago
- An efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more partiesβ88Updated 2 years ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.β113Updated 2 years ago
- Oblivious Transfer, Oblivious Transfer Extension and Variationsβ175Updated last week
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharingβ51Updated 4 years ago
- C++ OT extension implementationβ128Updated 4 years ago
- Implementation of protocols in SecureNN.β131Updated 2 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.β39Updated 5 years ago
- β122Updated this week
- A repository for private set intersection.β185Updated 7 months ago
- Implementation of protocols in Falconβ95Updated last year
- Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehensβ¦β214Updated 7 months ago
- β106Updated 3 years ago
- Materials about Privacy-Preserving Machine Learningβ254Updated this week
- Example implementation of the SealPIR protocolβ152Updated 9 months ago
- A FRamework for Efficient Secure COmputationβ141Updated 5 months ago
- APSI is a C++ library for Asymmetric (unlabeled or labeled) Private Set Intersection.β205Updated last year
- ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computationβ482Updated 3 years ago
- Private Set Intersection Cardinality protocol based on ECDH and Bloom Filtersβ145Updated last month
- A repo to hold common tools used by my crypto projectsβ131Updated last week
- Query compiler for secure multi-party computation.β99Updated 5 years ago
- Private Set Intersection in the Internet Setting From Lightweight Oblivious PRFβ86Updated 3 years ago
- A framework for generic hybrid two-party computation and private inference with neural networksβ33Updated 2 years ago
- Semi-honest Two Party Computation Based on Garbled Circuits.β78Updated 3 years ago
- Efficient Batched Oblivious PRF with Applications to Private Set Intersection (CCS 2016)β83Updated 2 years ago