Read our paper here

In order to run our experiments please see client.py for CLI implementation details.

The help from our CLI tool shows the following:

git:(main) -> python client.py --help
usage: client.py [-h] [--dataset {fmnist,gtsrb,cifar10}] [--classes CLASSES [CLASSES ...]] [--epochs [EPOCHS]] [--latent_size [LATENT_SIZE]] [--verbose] [--type {client,server}]

optional arguments:
  -h, --help            show this help message and exit
  --dataset {fmnist,gtsrb,cifar10}
  --classes CLASSES [CLASSES ...], --names-list CLASSES [CLASSES ...]
  --epochs [EPOCHS]
  --latent_size [LATENT_SIZE]
  --verbose
  --type {client,server}

Please note that you will need to update the number of clients in the client.py at the Line 237 based on the number of clients.

Please see our files in log/ for examples of usage with multiple clients, one for each class and the expected outputs.