USENIX 2025 Artifacts Available for "SoK: On Gradient Leakage in Federated Learning"

This repository contains the source codes for USENIX Security'25 submission "SoK: On Gradient Leakage in Federated Learning"

 

In the Zenodo repository, we provide the requirements for set up the environment in "requirements.txt". Considering that all the datasets for our experiments are public available, we provide the related URLs for downloading them in "README.md". The scripts and source codes are organized by section and chapter for clarity, relevant files are provided in "Section4.zip", "Section5.zip" and "Section6.zip". Besides, the codes for experiments in the appendix are also included in the files.