Repositories list

• AdaDefense

  Public
  Official implementation of “Gradients Stand-in for Defending Deep Leakage in Federated Learning"

  Python

  •

  Apache License 2.0

  •0•1•0•0•Updated Jan 31, 2025Jan 31, 2025

• .github

  Public
  0•0•0•0•Updated Jan 12, 2025Jan 12, 2025

• FissionVAE

  Public
  Official implementation of "FissionVAE: Federated Non-IID Image Generation with Latent Space and Decoder Decomposition"

  MIT License

  •0•0•0•0•Updated Nov 2, 2024Nov 2, 2024

• Awesome-Vulnerability-of-Federated-Learning

  Public
  A Survey on Vulnerability of Federated Learning: An Algorithm Perspective

  MIT License

  •2•16•0•0•Updated May 30, 2024May 30, 2024

• EWWA-FL

  Public
  This is the official repo for the paper "An Element-Wise Weights Aggregation Method for Federated Learning"

  Python

  •

  Apache License 2.0

  •0•4•0•0•Updated May 22, 2024May 22, 2024

• CenterSAM

  Public
  CenterSAM: Fully Automatic Prompt for Dense Nucleus Segmentation

  Jupyter Notebook

  •

  MIT License

  •1•2•0•0•Updated Mar 6, 2024Mar 6, 2024

• FedBoosting

  Public
  Official implementation for paper "FedBoosting: Federated Learning with Gradient Protected Boosting for Text Recognition"

  homomorphic-encryptionkeras-tensorflowdifferential-privacy+ 4gradient-boostingcrnnprivacy-preservingfederated-learning

  Python

  •

  MIT License

  •0•9•1•0•Updated Dec 13, 2023Dec 13, 2023

• FedKL

  Public
  Official implementation of “Gradient Leakage Defense with Key-Lock Module for Federated Learning”

  Python

  •

  MIT License

  •1•8•0•0•Updated May 13, 2023May 13, 2023

• GRNN

  Public
  Official implementation of "GRNN: Generative Regression Neural Network - A Data Leakage Attack for Federated Learning"

  adversarial-attacksfederated-learninggradient-leakage

  Python

  •

  MIT License

  •2•30•0•0•Updated Feb 28, 2022Feb 28, 2022