Alternatives and similar repositories for kAnonymous-DifferentialPrivacy

Users that are interested in kAnonymous-DifferentialPrivacy are comparing it to the libraries listed below

• guoJohnny / algorithmic-foundation-of-dp-zh-cn
  The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation
  ☆171Updated 3 years ago
• JeffffffFu / Awesome-Differential-Privacy-and-Meachine-Learning
  Paper notes and code for differentially private machine learning
  ☆377Updated 4 months ago
• lunan0320 / FedPHE
  [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning
  ☆41Updated 4 months ago
• wanghaojun / FL-privacy-protection-survey
  联邦学习隐私保护综述
  ☆37Updated 4 years ago
• heroding77 / fedavg_encrypt
  FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…
  ☆131Updated last year
• NigeloYang / federated_learning_differential_privacy
  A foundational platform that primarily shares federated learning, differential privacy content
  ☆26Updated 10 months ago
• NigeloYang / Fed-DP
  We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)
  ☆19Updated 7 months 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
• JeffffffFu / DPSUR
  DPSUR
  ☆27Updated 11 months 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）
  ☆34Updated 4 years ago
• lunan0320 / Federated-Learning-Knowledge-Distillation
  repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.
  ☆26Updated 2 years ago
• orion-orion / FedAO
  🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pyto…
  ☆66Updated 2 years ago
• vvv214 / LDP_Protocols
  Sample LDP implementation in Python
  ☆128Updated 2 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。
  ☆55Updated 2 years ago
• JiyaSu / ourFLTrust
  reproduce the FLTrust model based on the paper "FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping"
  ☆33Updated 3 years ago
• haoyangliASTAPLE / 3DFed
  ☆54Updated 2 years ago
• PPAattack / PPAattack
  PPA attack code
  ☆12Updated 3 years ago
• MetisPrometheus / MSc-thesis-xmkckks
  ☆14Updated 2 years ago
• DevilLost / Secure-Face-Recognition-System-based-on-Fully-Homomorphic-Encryption
  基于全同态加密的安全人脸识别系统/Secure Face Recognition System based on Fully Homomorphic Encryption
  ☆146Updated 2 years ago
• xtLyu / CerP
  ☆17Updated last year
• BHui97 / PrivateFL
  ☆46Updated 2 years ago
• wenzhu23333 / Differential-Privacy-Based-Federated-Learning
  Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…
  ☆417Updated last year
• ltzheng / data-privacy
  Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …
  ☆61Updated 3 years ago
• Cryptocxf / Federated-Learning-Papers
  Research Advances in the Latest Federal Learning Papers (Updated March 27, 2023)
  ☆14Updated 2 years ago
• hankcocco / fed-blockchain
  区块链+联邦学习+恶意检测算法
  ☆30Updated 4 years ago
• Chenxing-Xuan / A-series-of-popular-science-in-federated-learning
  ☆81Updated last year
• ybdai7 / Backdoor-indicator-defense
  [Usenix Security 2024] Official code implementation of "BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federa…
  ☆48Updated 4 months ago
• liukanshan1 / PrivateTrace-Core
  隐私保护的敏感人群轨迹接触追溯算法。基于轨迹时空信息、同态加密、安全多方计算，使用Java实现
  ☆10Updated 2 years ago
• xiyuanyang45 / DynamicPFL
  nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy
  ☆90Updated last year
• FudanMPL / Awesome-MPL
  Repository for collection of research papers on multi-party learning.
  ☆34Updated 2 years ago