Our experiment relies on the OpenFGL algorithm library, which integrates state-of-the-arts in FGL. The FedPPD in this repository is proposed method, while others are used as auxiliary experiments.

More details about OpenFGL can be find in OpenFGL

The code is tested on Windows with Nvidia GPUs and CUDA installed. We recommend running code using Python >=3.10.

You can modify the experimental settings in /config.py as needed, and then run /main.py to start your work.

You can execute the following command to run our method:

python main.py

If you want to change certain configurations while running, you can directly add configuration items. The following is a request to use FedPPD to run code:

python main.py --fl_algorithm="fedppd"