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@Rand2AI

Rand2AI

Rand2AI at Durham University, Joint Laboratory of Artificial Intelligence (JLAI)

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  1. Awesome-Vulnerability-of-Federated-Learning Awesome-Vulnerability-of-Federated-Learning Public

    A Survey on Vulnerability of Federated Learning: An Algorithm Perspective

    6

  2. FedKL FedKL Public

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

    Python 6 1

  3. GRNN GRNN Public

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

    Python 24 2

  4. FedBoosting FedBoosting Public

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

    Python 8

  5. Rand2AI Rand2AI Public

    Rand2AI Team, Joint Laboratory of Artificial Intelligence (JLAI)

    1

  6. Teaching Teaching Public

    Durham COMP52715: Deep Learning for Computer Vision and Robotics

Repositories

Showing 10 of 11 repositories
  • AdaDefense Public

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

    0 Apache-2.0 0 0 0 Updated May 3, 2024
  • Rand2AI Public

    Rand2AI Team, Joint Laboratory of Artificial Intelligence (JLAI)

    1 0 0 0 Updated Mar 11, 2024
  • CenterSAM Public

    CenterSAM: Fully Automatic Prompt for Dense Nucleus Segmentation

    Jupyter Notebook 0 MIT 0 0 0 Updated Mar 6, 2024
  • Awesome-Vulnerability-of-Federated-Learning Public

    A Survey on Vulnerability of Federated Learning: An Algorithm Perspective

    6 MIT 0 0 0 Updated Mar 3, 2024
  • EWWA-FL Public

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

    Python 4 Apache-2.0 0 0 0 Updated Feb 13, 2024
  • Teaching Public

    Durham COMP52715: Deep Learning for Computer Vision and Robotics

    0 MIT 0 0 0 Updated Jan 22, 2024
  • FedBoosting Public

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

    Python 8 MIT 0 0 0 Updated Dec 13, 2023
  • .github Public
    0 0 0 0 Updated Aug 23, 2023
  • HTML 0 0 0 0 Updated Jul 28, 2023
  • FedKL Public

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

    Python 6 MIT 1 0 0 Updated May 13, 2023

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