Alternatives and similar repositories for PrivateKT

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

• xiyuanyang45 / DynamicPFL
  nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy
  ☆84Updated last year
• rbycntj / decentralized_federated_learning
  完全去中心化联邦学习
  ☆29Updated 2 years ago
• Chenxing-Xuan / A-series-of-popular-science-in-federated-learning
  ☆76Updated last year
• Accenture / Labs-Federated-Learning
  Accenture Labs Federated Learning
  ☆105Updated last year
• makgyver / gossipy
  Python module for simulating gossip learning.
  ☆41Updated last year
• wizard1203 / GossipFL
  ☆20Updated last year
• YMJS-Irfan / DP-FedSAM
  This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…
  ☆54Updated 2 weeks ago
• wenzhu23333 / Federated-Learning
  An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
  ☆132Updated 2 years ago
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆280Updated last year
• ki-ljl / Scaffold-Federated-Learning
  PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).
  ☆70Updated 3 years ago
• katsura-jp / fedavg.pytorch
  A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017
  ☆87Updated last year
• diwangs / asynchronous-federated-learning
  Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)
  ☆62Updated 2 years ago
• marswhu / HFL_Survey
  Heterogeneous Federated Learning: State-of-the-art and Research Challenges
  ☆160Updated 10 months ago
• MMorafah / FLIS
  FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution
  ☆39Updated 2 years ago
• TsingZ0 / FedALA
  AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning
  ☆141Updated 11 months ago
• xuchenhao001 / AFL
  Asynchronous Federated Learning
  ☆48Updated 2 years ago
• TsingZ0 / FL-IoT
  This is a platform containing the datasets and federated learning algorithms in IoT environments.
  ☆68Updated 10 months ago
• heroding77 / fedavg_encrypt
  FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…
  ☆129Updated last year
• AdamWei-boop / Federated-Learning-with-Local-Differential-Privacy
  Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
  ☆46Updated 2 years ago
• CGCL-codes / FedGKD
  ☆27Updated 2 years ago
• NigeloYang / Fed-DP
  We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)
  ☆17Updated 5 months ago
• maxencenoble / Differential-Privacy-for-Heterogeneous-Federated-Learning
  Differentially Private Federated Learning on Heterogeneous Data
  ☆68Updated 3 years ago
• lishenghui / blades
  ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning
  ☆148Updated 8 months ago
• rong-dai / DisPFL
  [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"
  ☆82Updated 3 years ago
• CityChan / Federated-Hyper-Knowledge-Distillation
  This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…
  ☆19Updated 7 months ago
• meng1103 / Federated-Learning-Non-IID
  Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn
  ☆25Updated 11 months ago
• CGCL-codes / pFedSD
  The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".
  ☆29Updated 2 years ago
• hanglearning / VBFL
  ☆75Updated last year
• ricevutoriccardo / Federated-Learning-with-ResNet-50-on-CIFAR-10
  FedAvg, FedGKT, FedProx, Gradient Inversion Attack
  ☆16Updated 2 years ago
• wuch15 / FedKD
  Codes for FedKD
  ☆60Updated 3 years ago