Alternatives and similar repositories for fedlearn:

Users that are interested in fedlearn are comparing it to the libraries listed below

• FederatedAI / DOC-CHN
  FedAI 社区中文文档
  ☆133Updated 10 months ago
• delta-mpc / crypten_vfl_demo
  vertical federated learning demo with crypten
  ☆47Updated 3 years ago
• Szczecin / Secret-Sharing
  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 c…
  ☆17Updated 2 years ago
• open-intelligence / federated-learning-chinese
  ☆111Updated 4 years ago
• tao-shen / Federated-Learning-FAQ
  ☆190Updated 7 months ago
• orion-orion / FedCom
  🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习（clustered federated learning, CFL）的新方法，该方法的特点是基于社区检测（community detection）来进…
  ☆61Updated 2 years ago
• zhangqixun / FL-federated-learning
  联邦学习相关资源整理
  ☆42Updated 4 years ago
• Samuel-Maddock / federated-boosted-dp-trees
  Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"
  ☆44Updated last year
• tanjuntao / VFL_paper_list
  vertical federated learning paper lists
  ☆75Updated 4 years ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆155Updated last year
• GalaxyLearning / GFL
  Galaxy Federated Learning Framework （星际联邦学习框架）
  ☆248Updated 2 years ago
• lucifer2859 / Paillier-LWE-based-PHE
  Privacy-Preserving Deep Learning via Additively Homomorphic Encryption
  ☆68Updated 4 years ago
• cyqclark / fedlearn-algo
  Fedlearn支持前沿算法研发的Python工具库 | Fedlearn algorithm toolkit for researchers
  ☆93Updated 2 years ago
• heroding77 / fedavg_encrypt
  FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…
  ☆112Updated 6 months ago
• hanglearning / VBFL
  ☆77Updated last year
• tianmiantech / WeFe
  WeFe ( WeLab Federated Learning ) 是 Welab 汇立集团子公司[天冕科技](https://www.tianmiantech.com )发起的开源项目，为联邦学习生态系统提供了一套好用的可靠的企业级联邦学习平台。
  ☆138Updated 6 months ago
• chenzhongd / Federated_Learning_Exploration
  Everything about federated learning. Your contribution is highly valued!
  ☆31Updated 3 years ago
• Szczecin / MPC-FL
  多方安全计算技术&联邦学习相关/Multi party security computing technology federated learning
  ☆17Updated last year
• LightSecAgg / MLSys2022_anonymous
  Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"
  ☆23Updated 3 years ago
• zhongjian-zhang / FederalLearning
  通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …
  ☆35Updated 2 years ago
• shaneson0 / attacking_federate_learning
  基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型
  ☆62Updated 4 years ago
• thothsun / federated-learning-blockchain-web
  Federated Learning Blockchain Web Demo
  ☆51Updated 2 years ago
• grasses / Vertical-Federated-Learning
  Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"
  ☆32Updated 2 years ago
• ltzheng / data-privacy
  Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …
  ☆60Updated 3 years ago
• shine813 / Secure-Multi-Party-Computation-Protocol
  基于phe库的安全多方计算协议实现
  ☆12Updated 2 years ago
• tongdun / iBond-flex
  FLEX (Federated Learning EXchange，FLEX) protocol is a set of standardized federal learning agreements designed by Tongdun AI Research Gro…
  ☆54Updated 2 years ago
• wanghaojun / FL-privacy-protection-survey
  联邦学习隐私保护综述
  ☆34Updated 3 years ago
• avdvg / VFL-Survey
  ☆36Updated 3 years ago
• FudanMPL / SecMML
  SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.
  ☆112Updated last year
• Chen-Junbao / SecureAggregation
  personal implementation of secure aggregation protocol
  ☆43Updated last year