Alternatives and similar repositories for Federated-Learning-and-Differential-Privacy

Users that are interested in Federated-Learning-and-Differential-Privacy are comparing it to the libraries listed below

• TheWitcher05 / Federated_learning_with_differential_privacy
  Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
  ☆33Updated 4 years ago
• ITSEG-MQ / Chain-PPFL
  Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC
  ☆33Updated 4 years ago
• AdamWei-boop / Federated-Learning-with-Local-Differential-Privacy
  Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
  ☆45Updated 2 years ago
• Antonious-Grigis / Shuffled-Model-of-Differential-Privacy-in-Federated-Learning
  Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.
  ☆18Updated 2 years ago
• maxencenoble / Differential-Privacy-for-Heterogeneous-Federated-Learning
  Differentially Private Federated Learning on Heterogeneous Data
  ☆65Updated 3 years ago
• MiaoGroup-XDU / Compressed-Federated-Learning-Based-on-Adaptive-Local-Differential-Privacy
  The source code of the paper "Compressed Federated Learning Based on Adaptive Local Differential Privacy".
  ☆10Updated last year
• diwangs / asynchronous-federated-learning
  Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)
  ☆62Updated last year
• YMJS-Irfan / DP-FedSAM
  This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…
  ☆48Updated last year
• MMorafah / FLIS
  FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution
  ☆40Updated 2 years ago
• zaixizhang / FLDetector
  The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…
  ☆82Updated 2 years ago
• abogdanova / FL-MIA
  Federated Learning and Membership Inference Attacks experiments on CIFAR10
  ☆22Updated 5 years ago
• congxie1108 / async_fl
  Source code for the paper "Asynchronous Federated Optimization"
  ☆25Updated 2 years ago
• XinyiYS / Robust-and-Fair-Federated-Learning
  Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in …
  ☆35Updated 11 months ago
• sharm438 / FLAIR
  Byzantine-robust Federated Learning
  ☆16Updated last year
• yjlee22 / byzantineFL
  PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance
  ☆33Updated 7 months ago
• yiliucs / Secure-aggregation-for-federated-learning
  Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization
  ☆11Updated 3 years ago
• yuxuan18 / fedAsync
  simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"
  ☆22Updated 3 years ago
• rbycntj / decentralized_federated_learning
  完全去中心化联邦学习
  ☆28Updated last year
• xiyuanyang45 / DynamicPFL
  nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy
  ☆70Updated 8 months ago
• morningD / FlexCFL
  FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.
  ☆48Updated 2 years ago
• ZhangIvan1 / Efficient-Privacy-Preserving-Federated-Learning-With-Improved-Compressed-Sensing
  The source code of the paper "Efficient Privacy-Preserving Federated Learning with Compressed Sensing"
  ☆20Updated 11 months ago
• guskarls / dfl-pens
  Decentralized federated learning of deep neural networks on non-iid data
  ☆46Updated 2 years ago
• v4va / FedShare
  FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning
  ☆20Updated 2 years ago
• HongdaWu1226 / FedPNS
  ☆30Updated 3 years ago
• JianXu95 / SignGuard
  ☆12Updated 2 years ago
• wizard1203 / GossipFL
  ☆19Updated last year
• katsura-jp / fedavg.pytorch
  A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017
  ☆82Updated 9 months ago
• morningD / GrouProx
  FedGroup, A Clustered Federated Learning framework based on Tensorflow
  ☆41Updated 3 years ago
• HAIRLAB / DeceFL
  DeceFL: A Principled Decentralized Federated Learning Framework
  ☆28Updated 2 years ago
• wenzhu23333 / Federated-Learning
  An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
  ☆128Updated last year