Do Gradient Inversion Attacks Make Federated Learning Unsafe?

Ali Hatamizadeh, Hongxu Yin, Pavlo Molchanov 0001, Andriy Myronenko, Wenqi Li 0001, Prerna Dogra, Andrew Feng, Mona G. Flores, Jan Kautz, Daguang Xu, Holger R. Roth. Do Gradient Inversion Attacks Make Federated Learning Unsafe?. IEEE Trans. Med. Imaging, 42(7):2044-2056, 2023. [doi]

@article{HatamizadehY0M023,
  title = {Do Gradient Inversion Attacks Make Federated Learning Unsafe?},
  author = {Ali Hatamizadeh and Hongxu Yin and Pavlo Molchanov 0001 and Andriy Myronenko and Wenqi Li 0001 and Prerna Dogra and Andrew Feng and Mona G. Flores and Jan Kautz and Daguang Xu and Holger R. Roth},
  year = {2023},
  doi = {10.1109/TMI.2023.3239391},
  url = {https://doi.org/10.1109/TMI.2023.3239391},
  researchr = {https://researchr.org/publication/HatamizadehY0M023},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Med. Imaging},
  volume = {42},
  number = {7},
  pages = {2044-2056},
}