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    12 repositories

    • 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 Oct 14, 2024Oct 14, 2024

    • Rand2AI

      Public
      Rand2AI Laboratory
      0•1•0•0•Updated Oct 8, 2024Oct 8, 2024

    • Task-oriented-Robotic-Manipulation-with-Vision-Language-Models

      Public
      Official implementation of "Task-oriented Robotic Manipulation with Vision Language Models"
      Apache License 2.0
      •0•0•0•0•Updated Sep 30, 2024Sep 30, 2024

    • FissionVAE

      Public
      Official implementation of "FissionVAE: Federated Non-IID Image Generation with Latent Space and Decoder Decomposition"
      MIT License
      •0•0•0•0•Updated Aug 30, 2024Aug 30, 2024

    • Awesome-Vulnerability-of-Federated-Learning

      Public
      A Survey on Vulnerability of Federated Learning: An Algorithm Perspective
      MIT License
      •2•14•0•0•Updated May 30, 2024May 30, 2024

    • .github

      Public
      0•0•0•0•Updated May 29, 2024May 29, 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

    • Teaching

      Public
      Durham COMP52715: Deep Learning for Computer Vision and Robotics
      MIT License
      •0•0•0•0•Updated Jan 22, 2024Jan 22, 2024

    • FedBoosting

      Public
      Official implementation for paper "FedBoosting: Federated Learning with Gradient Protected Boosting for Text Recognition"
      homomorphic-encryptionkeras-tensorflowdifferential-privacygradient-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•6•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•28•0•0•Updated Feb 28, 2022Feb 28, 2022