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☆49Mar 8, 2021Updated 5 years ago
- 联邦学习安全聚合代码☆13Jul 20, 2024Updated 2 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- An implementation of pneumonia medical X-ray image classification problem using Federated Learning in PySyft.☆13Jun 16, 2019Updated 7 years ago
- 利用联邦学习进行高校学生成绩预测研究，并使用Streamlit搭建了简易的可视化平台☆26Jun 20, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 联邦学习预测节点流量☆13Dec 5, 2020Updated 5 years ago
- Meta-Learning for Risk Prediction with Limited Patient Electronic Health Records Using PySyft and SyferText☆19Sep 14, 2020Updated 6 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
- Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing…☆23Jun 9, 2022Updated 4 years ago
- 智能客服项目涵盖rag 智能推理，mcp，A2A多智能体通信☆15Sep 29, 2026Updated last month
- 多方安全计算技术&联邦学习相关/Multi party security computing technology federated learning☆19Feb 18, 2024Updated 2 years ago
- Federated learning + blockchain example☆12Sep 13, 2022Updated 4 years ago
- cyberdog_sim☆16Jul 9, 2024Updated 2 years ago
- SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning☆49Aug 18, 2023Updated 3 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.
- Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology …☆34Dec 7, 2023Updated 2 years ago
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆65May 22, 2020Updated 6 years ago
- 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 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
- 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 4 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
- (AAAI25) This is the official code repository for "MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios".☆15May 30, 2025Updated last year
- 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
- 同态加密☆21Dec 29, 2021Updated 4 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.
- News in Privacy-Preserving Machine Learning☆12Feb 5, 2020Updated 6 years ago
- ☆17May 30, 2025Updated last year
- THU-AIR 联邦学习隐私与安全☆13Jun 26, 2023Updated 3 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 5 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
- Paper Notes in MPC with Applications to PPML☆71Mar 22, 2024Updated 2 years ago
- Methodology study for multi-party learning (aka Homomorphic Learning)☆23Jul 15, 2023Updated 3 years ago
- 基于可编程不经意伪随机数的多方隐私求交算法库 Programmable Oblivious PRF & multi-party PSI☆25Jul 15, 2022Updated 4 years ago
- ☆16Dec 21, 2019Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆41Oct 9, 2022Updated 4 years ago
- Time-series forecasting for Implied Volatility☆10Apr 10, 2023Updated 3 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 3 years ago
- 关于Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee这篇论文的详细代码解读☆12Dec 27, 2023Updated 2 years ago
- ☆11Oct 16, 2022Updated 4 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 8 years ago
- [Preprint] Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis☆10Sep 23, 2021Updated 5 years ago