FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning
☆21Jan 15, 2026Updated 7 months ago
Alternatives and similar repositories for FedShare
Users that are interested in FedShare are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization☆13Jun 21, 2021Updated 5 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- A secure aggregation system for private federated learning☆53Mar 21, 2026Updated 5 months ago
- Secure Aggregation for FL☆39Nov 25, 2023Updated 2 years ago
- We present a set of all-reduce compatible gradient compression algorithms which significantly reduce the communication overhead while mai…☆10Nov 14, 2021Updated 4 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.
- Eluding Secure Aggregation in Federated Learning via Model Inconsistency☆13Mar 10, 2023Updated 3 years ago
- Detect and Read persian plates☆10Oct 24, 2024Updated last year
- A simple Python implementation of a secure aggregation protocole for federated learning.☆37May 1, 2023Updated 3 years ago
- The source code of the paper "Efficient Privacy-Preserving Federated Learning with Compressed Sensing"☆21May 23, 2024Updated 2 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆93Aug 4, 2019Updated 7 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆61Oct 9, 2023Updated 2 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Jul 14, 2021Updated 5 years ago
- ☆21Sep 20, 2022Updated 3 years ago
- personal implementation of secure aggregation protocol☆44Feb 6, 2024Updated 2 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.
- 📊 Privacy Preserving Medical Data Analytics using Secure Multi Party Computation. An End-To-End Use Case. A. Giannopoulos, D. Mouris M.S…☆19Dec 5, 2023Updated 2 years ago
- Minimum Energy Resource Allocation Strategy with partial offloading☆10Jan 17, 2022Updated 4 years ago
- Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning (ACSAC 2024)☆15Aug 21, 2025Updated last year
- 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
- Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"☆34Nov 17, 2022Updated 3 years ago
- Introduction to Random Forest Algorithm for classification problem and how to select important feaatures in your dataset.☆13Aug 1, 2020Updated 6 years ago
- ✈️Go语言核心36讲学习源码☆12May 19, 2022Updated 4 years ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆29Oct 25, 2021Updated 4 years ago
- ☆23Sep 4, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Repository contains Source Code for YouTube tutorial that teaches the basic concepts of Django required to deploy ML Models.☆15Aug 4, 2021Updated 5 years ago
- 基于同态加密的联邦学习安全聚合系统☆48Mar 8, 2021Updated 5 years ago
- Privacy-preserving machine learning for small molecule data using fully homomorphic encryption.☆13Mar 2, 2026Updated 6 months ago
- 基于聚类算法Kmeans和HAC进行的图像分割实验。☆10Sep 8, 2021Updated 4 years ago
- TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients r…☆10Nov 12, 2024Updated last year
- go framework☆13Nov 10, 2018Updated 7 years ago
- Privacy Preserving Machine Learning (Manning Early Access Program)☆36Jan 6, 2023Updated 3 years ago
- ☆13Sep 10, 2024Updated last year
- PyFed generic framework of benchmark for Federated Learning☆11Oct 9, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- News in Privacy-Preserving Machine Learning☆12Feb 5, 2020Updated 6 years ago
- Accepted at MLNCP NeurIPS 2024: QFed+FHE: Quantum Federated Learning with Secure Fully Homomorphic Encryption (FHE)☆15Dec 27, 2024Updated last year
- Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023☆16Oct 13, 2023Updated 2 years ago
- ☆17Aug 18, 2023Updated 3 years ago
- 20支亚洲足球队☆17Jan 20, 2019Updated 7 years ago
- PyTorch implementation of Fast-Convergent Federated Learning via Cyclic Aggregation, including FedAvg, FedProx, MOON, and FedRS☆15Jun 28, 2023Updated 3 years ago
- Secure Federated Learning Framework with Encryption Aggregation and Integer Encoding Method.☆10Jul 1, 2024Updated 2 years ago