/AVFL

Asynchronous Vertical Federated Learning

Primary LanguageC++

AVFL

Asynchronous Vertical Federated Learning

Dependencies

Armadillo; Openmpi (>=3) for better support of MPI_THREAD_MULTIPLE (or the multi-threaded program may get stuck). You may need to download the installation package and manually compile it.

Citation

@article{gu2021privacy,
  title={Privacy-preserving asynchronous vertical federated learning algorithms for multiparty collaborative learning},
  author={Gu, Bin and Xu, An and Huo, Zhouyuan and Deng, Cheng and Huang, Heng},
  journal={IEEE transactions on neural networks and learning systems},
  year={2021},
  publisher={IEEE}
}