Alternatives and similar repositories for federated-learning-note

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

• JiangChSo / PFLM
  Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…
  ☆31Updated 4 years ago
• JetChan95 / federated_learning_HE
  基于同态加密的联邦学习安全聚合系统
  ☆48Updated 4 years ago
• delta-mpc / python-psi
  Private set intersection implemented in Python
  ☆102Updated 3 years ago
• GuanyunFeng / federated_recommendation
  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。
  ☆56Updated 2 years ago
• FederatedAI / DOC-CHN
  FedAI 社区中文文档
  ☆140Updated last year
• Chen-Junbao / SecureAggregation
  personal implementation of secure aggregation protocol
  ☆45Updated 2 years ago
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆71Updated last year
• 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…
  ☆24Updated 6 years ago
• mythsand / privacy-preserving-medical-data
  fabric blockchain with medical data using privacy preserving technology
  ☆11Updated 5 years ago
• FudanMPL / Awesome-MPL
  Repository for collection of research papers on multi-party learning.
  ☆34Updated 2 years ago
• sunxiaojun / privacy-preserving-computing
  ☆18Updated 3 years ago
• ammartahir24 / SecureAggregation
  An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…
  ☆92Updated 6 years ago
• lunan0320 / FedPHE
  [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning
  ☆41Updated 5 months ago
• forestneo / sunPytools
  Useful tools for differential privacy
  ☆219Updated 3 years ago
• hankcocco / fed-blockchain
  区块链+联邦学习+恶意检测算法
  ☆30Updated 4 years ago
• guojuntang / SymHomEnc
  Symmetric Homomorphic Encryption
  ☆10Updated 3 years ago
• hjlpb / ABE
  ☆56Updated 3 years ago
• ltzheng / data-privacy
  Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …
  ☆61Updated 4 years ago
• lucifer2859 / Paillier-LWE-based-PHE
  Privacy-Preserving Deep Learning via Additively Homomorphic Encryption
  ☆72Updated 5 years ago
• naassiahmed / xMKCKKS
  Multi‐key homomorphic encryption based on MKCKKS
  ☆20Updated 3 years ago
• Willjay5991 / federatedLearning-DP-my
  联邦学习分布式训练MNist数据集
  ☆63Updated 6 years ago
• feknall / FedShare
  FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning
  ☆21Updated 3 weeks ago
• Jun-Zhang-32108 / GFIM_LDP
  GFIM: An novel algorithm of frequent item mining with local differential privacy
  ☆12Updated 5 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
  ☆50Updated 4 years ago
• hanglearning / VBFL
  ☆77Updated 2 years ago
• FudanMPL / SecMML
  SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.
  ☆113Updated 2 years ago
• heroding77 / fedavg_encrypt
  FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…
  ☆132Updated last year
• zhangqixun / FL-federated-learning
  联邦学习相关资源整理
  ☆45Updated 5 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…
  ☆12Updated 2 years ago
• Clutchard / Searchable_Symmetric_Encryption
  ☆20Updated 7 years ago