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SeceumFL 联邦学习系统v3.2版本是神谱科技（上海）有限公司基于FATE进行开发的联邦学习产品， SeceumFL具备了安全隔离域、可信计算、联邦建模等技术能力，有效保障数据安全和用户隐私，支持多方数据安全融合及建模计算，提供从模型训练、评估到应用部署的全流程服务。

Home Page: https://seceumfl.readthedocs.io

License: Apache License 2.0

Dockerfile 0.26% Shell 0.43% Lua 0.11% JavaScript 5.72% Python 53.48% CMake 0.01% C 0.01% C++ 0.03% Java 15.18% Scala 3.97% CSS 14.80% HTML 0.17% Vue 3.86% SCSS 1.63% Go 0.30% PureBasic 0.02% Rust 0.02%
federated-learning homomorphic-encryption mpc multi-party-computation oblivious-transfer pir psi vole okvs seceumfl

seceumfl's Introduction

SeceumFL v3.2

SeceumFL 联邦学习系统v3.2版本是神谱科技（上海）有限公司基于FATE进行开发的联邦学习产品， SeceumFL具备了安全隔离域、可信计算、联邦建模等技术能力，有效保障数据安全和用户隐私，支持多方数据安全融合及建模计算，提供从模型训练、评估到应用部署的全流程服务。SeceumFL通过可视化建模的方式呈现给用户，便于用户进行相关的工作。

SeceumFL是一个基于Web的联邦学习全生命周期的管理平台，在FATE的基础上，对它进行了改进，并提供了用户友好的界面，旨在降低用户使用联邦学习的门槛，帮助用户轻松开展联邦建模任务。用户可以通过可视化的方式进行数据管理、建模、模型管理等工作。

安装

请查阅INSTALLATION.md

快速开始

许可证

Apache License 2.0

联系我们

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