schoppmp / linreg-mpcLinks
A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets.
☆32Updated 6 years ago
Alternatives and similar repositories for linreg-mpc
Users that are interested in linreg-mpc are comparing it to the libraries listed below
Sorting:
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- Privacy -preserving Neural Networks☆79Updated 6 years ago
- Semi-honest Two Party Computation Based on Garbled Circuits.☆79Updated 3 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- Implementation of protocols in Falcon☆95Updated last year
- C++ OT extension implementation☆128Updated 4 years ago
- (Inactive, see readme) Multiparty computation with SPDZ, MASCOT, and Overdrive offline phases☆221Updated 6 years ago
- Oblivious Transfer, Oblivious Transfer Extension and Variations☆176Updated last month
- A curated list of resources for privacy-preserving machine learning☆148Updated 3 years ago
- ☆67Updated 7 years ago
- ☆58Updated 3 years ago
- ☆37Updated 11 months ago
- ☆432Updated last year
- ☆182Updated 4 years ago
- A repository for private set intersection.☆185Updated 9 months ago
- A Three Party MPC framework for Machine learning and Databases☆212Updated 6 months ago
- Materials about Privacy-Preserving Machine Learning☆256Updated 3 weeks ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- A SMPC companion library for Syft☆105Updated 2 weeks ago
- Benchmarks for various multi-party computation frameworks☆18Updated 11 months ago
- ☆231Updated 8 months ago
- Practical Privacy-Preserving K-means Clustering (PETS-2020)☆36Updated 4 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆32Updated 2 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- Efficient Batched Oblivious PRF with Applications to Private Set Intersection (CCS 2016)☆83Updated 2 years ago
- Various material around private machine learning, some associated with blog☆149Updated 6 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Updated 5 years ago
- Library for performing Function Secret Sharing (FSS)☆93Updated 6 years ago
- Repository for the SCALE-MAMBA MPC system☆262Updated 2 years ago
- News in Privacy-Preserving Machine Learning☆12Updated 5 years ago