malware-detection

Prepare Dataset

Refer the README file in the dataset/ directory

Implement libraries

pip3 install flwr 'flwr[simulation]' torch torchvision torchmetrics pandas matplotlib scikit-learn ray tqdm

For the people who use MacOS with Apple Silicon

Follow the description 1 or 2 d below

1. Remove grpcio and reinstall it. (Reference)

remove grpcio using the following command. (

pip3 uninstall grpcio
conda clean --all
pip3 cache purge

After removing grpcio, download grpcio 1.51.0 in it and install the release file

2. Set the grpc configuration before install grpcio (Reference)

export GRPC_PYTHON_BUILD_SYSTEM_OPENSSL=1
export GRPC_PYTHON_BUILD_SYSTEM_ZLIB=1

pip3 install grpcio

Simulation

python3 simulation.py