Alternatives and similar repositories for federated-learning-note

Users that are interested in federated-learning-note are comparing it to the libraries listed below

• mythsand / privacy-preserving-medical-data
  fabric blockchain with medical data using privacy preserving technology
  ☆11Updated 4 years ago
• JetChan95 / federated_learning_HE
  基于同态加密的联邦学习安全聚合系统
  ☆45Updated 4 years ago
• JiangChSo / PFLM
  Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…
  ☆30Updated 3 years ago
• blockchain-neu / federated-learning-blockchain-web
  联邦学习区块链web端demo
  ☆48Updated 2 years ago
• hanglearning / VBFL
  ☆77Updated last year
• hankcocco / fed-blockchain
  区块链+联邦学习+恶意检测算法
  ☆28Updated 4 years ago
• delta-mpc / python-psi
  Private set intersection implemented in Python
  ☆101Updated 2 years ago
• v4va / FedShare
  FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning
  ☆20Updated 2 years ago
• lunan0320 / FedPHE
  Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning
  ☆30Updated 4 months ago
• vincy-ch / medicalDataSharing
  ☆26Updated 2 years ago
• encryptogroup / SAFEFL
  SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning
  ☆37Updated last year
• shuoyuan / ChainsFL-implementation
  Implementation of the ChainsFL.
  ☆36Updated 4 years ago
• whaoqi / Source-Code-of-Efficient-and-Security-Enhanced-Certificateless-Aggregate-for-VANETs
  Source Code of Efficient and Security-Enhanced Certificateless Aggregate Signature-Based Authentication Scheme with Conditional Privacy P…
  ☆11Updated last year
• Chen-Junbao / SecureAggregation
  personal implementation of secure aggregation protocol
  ☆46Updated last year
• hanglearning / blockfl_implementation_incomplete
  ☆37Updated 4 years ago
• delta-mpc / crypten_vfl_demo
  vertical federated learning demo with crypten
  ☆47Updated 3 years ago
• hjlpb / ABE
  ☆55Updated 3 years ago
• iammcy / BFLC-demo
  This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…
  ☆113Updated 3 years ago
• ltzheng / data-privacy
  Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …
  ☆61Updated 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 3 years ago
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆69Updated last year
• lucifer2859 / Paillier-LWE-based-PHE
  Privacy-Preserving Deep Learning via Additively Homomorphic Encryption
  ☆69Updated 4 years ago
• lengnu / CP-ABE
  基于访问树构造的属性基加密
  ☆60Updated 2 years ago
• shreyasnbhat / federated-learning
  A distributed fedrated learning system on the blockchain.
  ☆64Updated 6 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）
  ☆30Updated 3 years ago
• heroding77 / fedavg_encrypt
  FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…
  ☆119Updated 8 months ago
• naassiahmed / xMKCKKS
  Multi‐key homomorphic encryption based on MKCKKS
  ☆19Updated 3 years ago
• DashanGao / Secret-sharing-based_2PC_vertical_fed_learning
  MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…
  ☆23Updated 5 years ago
• shine813 / Secure-Multi-Party-Computation-Protocol
  基于phe库的安全多方计算协议实现
  ☆11Updated 3 years ago
• stefano81 / dcpabe
  Decentralized CP-ABE
  ☆115Updated 4 months ago