Alternatives and similar repositories for Compressed-Federated-Learning-Based-on-Adaptive-Local-Differential-Privacy

Users that are interested in Compressed-Federated-Learning-Based-on-Adaptive-Local-Differential-Privacy are comparing it to the libraries listed below

• ITSEG-MQ / Chain-PPFL
  Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC
  ☆35Updated 4 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
• yunsaijc / Federated-Learning-and-Differential-Privacy
  ☆14Updated last year
• TheWitcher05 / Federated_learning_with_differential_privacy
  Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
  ☆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
• rbycntj / decentralized_federated_learning
  完全去中心化联邦学习
  ☆28Updated last year
• heroding77 / fedavg_encrypt
  FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…
  ☆119Updated 8 months ago
• xiyuanyang45 / DynamicPFL
  nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy
  ☆74Updated 8 months ago
• maxencenoble / Differential-Privacy-for-Heterogeneous-Federated-Learning
  Differentially Private Federated Learning on Heterogeneous Data
  ☆64Updated 3 years ago
• lunan0320 / Federated-Learning-Knowledge-Distillation
  repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.
  ☆21Updated last year
• MondayCat / PLGA
  Asynchronous Federated Learning
  ☆19Updated 3 years ago
• aayushdewangan11 / Blockchain_Enabled_Federated_learning
  A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…
  ☆22Updated last year
• repeatedd / federated-learning-blockchain
  Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…
  ☆31Updated 3 years ago
• sharm438 / FLAIR
  Byzantine-robust Federated Learning
  ☆16Updated last year
• NigeloYang / federated_learning_differential_privacy
  A foundational platform that primarily shares federated learning, differential privacy content
  ☆22Updated 2 months ago
• hanglearning / VBFL
  ☆77Updated last year
• encryptogroup / SAFEFL
  SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning
  ☆37Updated 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…
  ☆83Updated 2 years ago
• tjdghks994 / FedPSO
  FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs
  ☆19Updated 2 years ago
• ltzheng / data-privacy
  Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …
  ☆61Updated 3 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 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
• wizard1203 / GossipFL
  ☆19Updated last year
• diwangs / asynchronous-federated-learning
  Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)
  ☆62Updated last year
• xuchenhao001 / AFL
  Asynchronous Federated Learning
  ☆46Updated 2 years ago
• yiliucs / Secure-aggregation-for-federated-learning
  Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization
  ☆11Updated 3 years ago
• JianXu95 / SignGuard
  ☆12Updated 2 years ago
• lunan0320 / FedPHE
  Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning
  ☆30Updated 4 months ago
• v4va / FedShare
  FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning
  ☆20Updated 2 years ago