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@Rand2AI

Rand2AI

Rand2AI Laboratory at Durham University
README.md

News

We are part of the National Edge AI Hub for Real Data, Edge Intelligence for Cyber-Disturbances and Data Quality (EPSRC, EP/Y028813/1, 2024-2029), £15M - fEC (incl. contributions from industry partners) led by Newcastle. This is also part of a major investment of £100m by UKRI to boost AI research and transform innovations.

Highlights

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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

    14 2

  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 29 2

  4. FedBoosting FedBoosting Public

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

    Python 9

  5. Rand2AI Rand2AI Public

    Rand2AI Laboratory

    1

  6. Teaching Teaching Public

    Durham COMP52715: Deep Learning for Computer Vision and Robotics

Repositories

Showing 10 of 11 repositories
  • FissionVAE Public

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

    Rand2AI/FissionVAE’s past year of commit activity
    0 MIT 0 0 0 Updated Nov 2, 2024
  • AdaDefense Public

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

    Rand2AI/AdaDefense’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Oct 14, 2024
  • Rand2AI Public

    Rand2AI Laboratory

    Rand2AI/Rand2AI’s past year of commit activity
    1 0 0 0 Updated Oct 8, 2024
  • Awesome-Vulnerability-of-Federated-Learning Public

    A Survey on Vulnerability of Federated Learning: An Algorithm Perspective

    Rand2AI/Awesome-Vulnerability-of-Federated-Learning’s past year of commit activity
    14 MIT 2 0 0 Updated May 30, 2024
  • .github Public
    Rand2AI/.github’s past year of commit activity
    0 0 0 0 Updated May 29, 2024
  • EWWA-FL Public

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

    Rand2AI/EWWA-FL’s past year of commit activity
    Python 4 Apache-2.0 0 0 0 Updated May 22, 2024
  • CenterSAM Public

    CenterSAM: Fully Automatic Prompt for Dense Nucleus Segmentation

    Rand2AI/CenterSAM’s past year of commit activity
    Jupyter Notebook 2 MIT 1 0 0 Updated Mar 6, 2024
  • Teaching Public

    Durham COMP52715: Deep Learning for Computer Vision and Robotics

    Rand2AI/Teaching’s past year of commit activity
    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"

    Rand2AI/FedBoosting’s past year of commit activity
    Python 9 MIT 0 1 0 Updated Dec 13, 2023
  • FedKL Public

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

    Rand2AI/FedKL’s past year of commit activity
    Python 6 MIT 1 0 0 Updated May 13, 2023
View all repositories

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