自己的个人毕设，联邦学习相关，主要是多方安全计算中秘密分享的一种算法实现，以完成不需要第三方的安全隐私传输。（An algorithm implementation of secret sharing in multi-party secure computing to complete secure privacy transmission without a third party.)
☆18Apr 10, 2022Updated 4 years ago
Alternatives and similar repositories for Secret-Sharing
Users that are interested in Secret-Sharing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 基于同态加密的联邦学习安全聚合系统☆48Mar 8, 2021Updated 5 years ago
- 中科大密码学大作业：在breast cancer数据集上实现了纵向联邦学习与标签差分隐私结合☆17Oct 25, 2023Updated 2 years ago
- An implementation of pneumonia medical X-ray image classification problem using Federated Learning in PySyft.☆13Jun 16, 2019Updated 7 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- 联邦学习预测节点流量☆13Dec 5, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Meta-Learning for Risk Prediction with Limited Patient Electronic Health Records Using PySyft and SyferText☆19Sep 14, 2020Updated 5 years ago
- 基于安全多方计算的隐私保护系统设计与实现☆50Nov 23, 2021Updated 4 years ago
- 《密码学原理与实践》冯登国第三版 —— Java实现☆10Dec 9, 2017Updated 8 years ago
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆38Jul 16, 2020Updated 6 years ago
- 此项目实现了基于CPABE策略的属性加密、生成密钥、解密以及时间复杂度分析，ABE和RSA的共同加密 以及时间复杂度分析。☆12May 24, 2022Updated 4 years ago
- Thesis in Federated Learning using an Edge/Cloud Computing architecture☆10Feb 26, 2021Updated 5 years ago
- Federated learning + blockchain example☆12Sep 13, 2022Updated 3 years ago
- Privacy-preserving machine learning for small molecule data using fully homomorphic encryption.☆13Mar 2, 2026Updated 5 months ago
- Blockchain federated learning☆14Sep 26, 2022Updated 3 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.
- 该项目实现了隐私保护和可验证的卷积神经网络（CNN）测试，旨在使模型开发者能够在多个测试者提供的非公开数据上向用户证明CNN性能的真实性，同时保护模型和数据的隐私。☆17Oct 23, 2023Updated 2 years ago
- 这是一个基于Paillier同态加密系统的隐私保护SVM模型训练算法。☆17Oct 19, 2022Updated 3 years ago
- A distributed file system utilizing attribute-based encryption to achieve secure authentication, authorization, storage, and transmission…☆14May 18, 2017Updated 9 years ago
- 使用tensorflow2.1实现联合学习推荐模型，并加入差分隐私噪声进行隐私保护。☆54Mar 25, 2023Updated 3 years ago
- Pysharkfeat is a TLS encrypted traffic feature extraction tool from pcaps written in Python by using Wireshark's command line tshark.☆14Jul 1, 2022Updated 4 years ago
- ☆21Mar 12, 2023Updated 3 years ago
- A simple federated learning implementation on MNIST dataset using PySyft. Main goal of the project was to get used to the PySyft federate…☆13Apr 19, 2024Updated 2 years ago
- IDS based on Machine Learning technical☆19Nov 12, 2018Updated 7 years ago
- 联邦学习系统，包括常用算法和通用训练推理系统框架 | Fedlearn Main System, Including Algorithms and Frameworks for Training / Inference.☆80Jan 13, 2022Updated 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.
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆41Oct 9, 2022Updated 3 years ago
- Paper Notes in MPC with Applications to PPML☆71Mar 22, 2024Updated 2 years ago
- The Project's goal is to simulate a decentralised approach to building machine learning models while protecting the privacy of users.☆16Sep 10, 2021Updated 4 years ago
- Code release for MPCViT accepted by ICCV 2023☆17Jan 6, 2025Updated last year
- Dubbo反序列化测试工具☆15Feb 21, 2020Updated 6 years ago
- 隐私保护的敏感人群轨迹接触追溯算法。基于轨迹时空信息、同态加密、安全多方计算，使用Java实现☆10Oct 22, 2023Updated 2 years ago
- 暑期机器学习讨论班是由张祥老师组织发起，全体学生参与的讨论交流活动。目的是让学生巩固机器学习基本算法，掌握基本原理和使用。组织形式为学生选题并制作PPT，采用演讲的形式授课给全体参与学生和导师。☆10Sep 19, 2018Updated 7 years ago
- A distributed fedrated learning system on the blockchain.☆65Jan 20, 2019Updated 7 years ago
- AgentSmith is a java agent that reloads your classes while your application is running. It's like JRebel, just much less powerful. It's e…☆15Nov 6, 2012Updated 13 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.
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆23Sep 11, 2023Updated 2 years ago
- 基于小米cyberdog2的自学项目☆26Jun 12, 2026Updated 2 months ago
- 2022年中国机器人大赛暨Robocup机器人世界杯中国赛机器人先进视觉赛道3D识别赛项☆18Apr 16, 2023Updated 3 years ago
- ☆14May 19, 2025Updated last year
- [Preprint] Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis☆10Sep 23, 2021Updated 4 years ago
- 带加密的联邦学习，学习+练手的小作品☆21Jul 27, 2019Updated 7 years ago
- The HyFed framework provides an easy-to-use API to develop federated, privacy-preserving machine learning algorithms.☆19Aug 3, 2026Updated 2 weeks ago