Rand2AI/Awesome-Vulnerability-of-Federated-Learning

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Updated 4 months ago

Rand2AI/Awesome-Vulnerability-of-Federated-Learning

Rand2AI

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A Survey on Vulnerability of Federated Learning: An Algorithm Perspective

GRNN

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

FedBoosting

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

FedKL

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

EWWA-FL

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

CenterSAM

CenterSAM: Fully Automatic Prompt for Dense Nucleus Segmentation

Jupyter Notebook

Rand2AI

Rand2AI Team, Joint Laboratory of Artificial Intelligence (JLAI)

Gradients-Stand-in

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

AdaDefense

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