A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets.
☆32Apr 16, 2019Updated 7 years ago
Alternatives and similar repositories for linreg-mpc
Users that are interested in linreg-mpc are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MPC Simulation Framework☆24Jan 7, 2023Updated 3 years ago
- Collection of MPC Protocols, mostly using libscapi☆13Nov 3, 2019Updated 6 years ago
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆27Oct 15, 2020Updated 5 years ago
- Protocols for Secure Genomic Computation☆12Aug 28, 2017Updated 8 years ago
- Implementation of a simple linear regression algorithm in MAMBA☆10Feb 12, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Secure multi-party linear regression at plaintext speed☆17Mar 20, 2022Updated 4 years ago
- News in Privacy-Preserving Machine Learning☆12Feb 5, 2020Updated 6 years ago
- Differentially private learning on distributed data (NIPS 2017)☆12Dec 5, 2017Updated 8 years ago
- Comprehensive Open Source Library for Secure Multiparty Computation☆187Jul 20, 2023Updated 2 years ago
- A generic Secure Computation API for garbled circuits, SPDZ, etc.☆21May 12, 2023Updated 3 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- Realizing private and practical pharmacological collaboration☆15Oct 19, 2018Updated 7 years ago
- (Inactive, see readme) Multiparty computation with SPDZ, MASCOT, and Overdrive offline phases☆222Dec 26, 2018Updated 7 years ago
- BGN encryption scheme implementation using Go☆16Sep 5, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆13Mar 23, 2018Updated 8 years ago
- Tool for Automating efficient Secure Two-partY computation protocols☆10Nov 10, 2016Updated 9 years ago
- Semi-honest Two Party Computation Based on Garbled Circuits.☆81Jun 23, 2026Updated last week
- ☆110Dec 14, 2021Updated 4 years ago
- CDLS: Proving Knowledge of Committed Discrete Logarithms with Soundness☆12Apr 30, 2026Updated 2 months ago
- Software for "Secure genome-wide association analysis using multiparty computation", Nature Biotechnology, 2018☆19Aug 16, 2018Updated 7 years ago
- ☆24Aug 13, 2017Updated 8 years ago
- ☆12Nov 11, 2022Updated 3 years ago
- INACTIVE - A C library implementing a basic version of the Prio system for private aggregation. https://crypto.stanford.edu/prio/☆80Nov 19, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A FRamework for Efficient Secure COmputation☆142May 20, 2026Updated last month
- Perform multi-party computation on machine learning applications☆21Jun 21, 2022Updated 4 years ago
- Batch Dual Execution framework for secure multiparty computation☆16Jul 3, 2017Updated 9 years ago
- Schnorr Protocol for Non-interactive Zero-Knowledge Proofs☆76Feb 10, 2020Updated 6 years ago
- A Three Party MPC framework for Machine learning and Databases☆211Feb 27, 2026Updated 4 months ago
- ☆59May 2, 2022Updated 4 years ago
- Implementations of Private Set Intersection Protocols☆191Jun 27, 2025Updated last year
- Crypto and networking utils used for ABY and OTExtension☆19Jul 6, 2021Updated 4 years ago
- MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…☆24Jul 1, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆11Jun 24, 2026Updated last week
- Privacy-preserving machine learning for small molecule data using fully homomorphic encryption.☆13Mar 2, 2026Updated 4 months ago
- A Parallel Secure Machine Learning Framework on GPUs☆21Nov 17, 2021Updated 4 years ago
- A repository for private set intersection.☆187Dec 23, 2024Updated last year
- vertical federated learning paper lists☆77Jan 5, 2021Updated 5 years ago
- A Rust library for the Groth-Sahai non-interactive witness-indistinguishable and zero-knowledge proof system☆14May 1, 2025Updated last year
- An implementation of Publicly Verifiably Secret Sharing (PVSS) in Swift.☆13Nov 8, 2017Updated 8 years ago