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GitHub topics: gradient-leakage

MinghuiChen43/awesome-trustworthy-deep-learning

A curated list of trustworthy deep learning papers. Daily updating...

Size: 7.55 MB - Last synced at: 11 days ago - Pushed at: 18 days ago - Stars: 364 - Forks: 35

Rand2AI/GRNN

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

Language: Python - Size: 696 KB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 24 - Forks: 2

dAI-SY-Group/PRECODE

Source code and demonstration for our paper "PRECODE - A Generic Model Extension to Prevent Deep Gradient Leakage".

Language: Jupyter Notebook - Size: 1.71 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 1

daviddelriod/FL-SecFlow

Repository containing the code demonstrating a secure flow for Pneumonia detection using federated learning.

Language: Jupyter Notebook - Size: 47.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Jiaqi0602/adversarial-attack-from-leakage

From Gradient Leakage to Adversarial Attacks in Federated Learning

Language: Jupyter Notebook - Size: 265 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 0