Rand2AI @ Vision and Machine Learning Lab, Swansea University (@Rand2AI)
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Top repositories

1

GRNN

Official implementation of "GRNN: Generative Regression Neural Network - A Data Leakage Attack for Federated Learning"
Python
26
star
2

Awesome-Vulnerability-of-Federated-Learning

A Survey on Vulnerability of Federated Learning: An Algorithm Perspective
12
star
3

FedBoosting

Official implementation for paper "FedBoosting: Federated Learning with Gradient Protected Boosting for Text Recognition"
Python
9
star
4

FedKL

Official implementation of “Gradient Leakage Defense with Key-Lock Module for Federated Learning”
Python
6
star
5

EWWA-FL

This is the official repo for the paper "An Element-Wise Weights Aggregation Method for Federated Learning"
Python
4
star
6

CenterSAM

CenterSAM: Fully Automatic Prompt for Dense Nucleus Segmentation
Jupyter Notebook
2
star
7

Rand2AI

Rand2AI Team, Joint Laboratory of Artificial Intelligence (JLAI)
1
star
8

Gradients-Stand-in

Official implementation for paper "Gradients Stand-in for Defending Deep Leakage in Federated Learning"
1
star
9

AdaDefense

Official implementation of “Gradients Stand-in for Defending Deep Leakage in Federated Learning"
1
star