Alternatives and similar repositories for federated_learning_HE:

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

• 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…
  ☆16Updated 2 years ago
• Kate-Lin / flask_MPC
  基于安全多方计算的隐私保护系统设计与实现
  ☆45Updated 3 years ago
• v4va / FedShare
  FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning
  ☆17Updated last year
• wanghaojun / FL-privacy-protection-survey
  联邦学习隐私保护综述
  ☆33Updated 3 years ago
• heroding77 / fedavg_encrypt
  FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…
  ☆108Updated 3 months ago
• hankcocco / fed-blockchain
  区块链+联邦学习+恶意检测算法
  ☆29Updated 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 11 months ago
• ltzheng / data-privacy
  Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …
  ☆58Updated 2 years ago
• 2022xi / PPSVMT
  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。
  ☆14Updated 2 years ago
• lucifer2859 / Paillier-LWE-based-PHE
  Privacy-Preserving Deep Learning via Additively Homomorphic Encryption
  ☆67Updated 4 years ago
• blockchain-neu / federated-learning-blockchain-web
  联邦学习区块链web端demo
  ☆47Updated 2 years ago
• Willjay5991 / federatedLearning-DP-my
  联邦学习分布式训练MNist数据集
  ☆55Updated 5 years ago
• JiangChSo / PFLM
  Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…
  ☆27Updated 3 years ago
• lunan0320 / FedPHE
  Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning
  ☆23Updated 3 months ago
• delta-mpc / crypten_vfl_demo
  vertical federated learning demo with crypten
  ☆46Updated 3 years ago
• FudanMPL / Awesome-MPL
  Repository for collection of research papers on multi-party learning.
  ☆32Updated last year
• encryptogroup / SAFEFL
  SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning
  ☆34Updated last year
• naassiahmed / xMKCKKS
  Multi‐key homomorphic encryption based on MKCKKS
  ☆18Updated 2 years ago
• Chen-Junbao / SecureAggregation
  personal implementation of secure aggregation protocol
  ☆44Updated 11 months ago
• ITSEG-MQ / Chain-PPFL
  Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC
  ☆30Updated 4 years 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…
  ☆56Updated last year
• 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
• 2019ZSS / HomomorphicSystem
  这是一个基于同态加密算法实现的隐私保护电子投票系统
  ☆53Updated 2 years ago
• SamuelGong / FLASHE
  [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning
  ☆21Updated last year
• ErwinSCat / VeriFL
  IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning
  ☆23Updated 2 years ago
• sunxiaojun / privacy-preserving-computing
  ☆15Updated 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
• fengcherenxi / Federated-pytorch
  使用pytorch，mnist、cifar数据集实现基础的联邦学习（平局聚合、不含加密过程）
  ☆26Updated 3 years ago
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆64Updated 9 months ago
• zhangqixun / FL-federated-learning
  联邦学习相关资源整理
  ☆42Updated 4 years ago