Content-Aware Differential Privacy with Conditional Invertible Neural Networks

Malte Tölle, Ullrich Köthe, Florian André, Benjamin Meder, Sandy Engelhardt. Content-Aware Differential Privacy with Conditional Invertible Neural Networks. In Shadi Albarqouni, Spyridon Bakas, Sophia Bano, M. Jorge Cardoso, Bishesh Khanal, Bennett A. Landman, Xiaoxiao Li, Chen Qin, Islem Rekik, Nicola Rieke, Holger Roth, Debdoot Sheet, Daguang Xu, editors, Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health - Third MICCAI Workshop, DeCaF 2022, and Second MICCAI Workshop, FAIR 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18 and 22, 2022, Proceedings. Volume 13573 of Lecture Notes in Computer Science, pages 89-99, Springer, 2022. [doi]

@inproceedings{TolleKAME22,
  title = {Content-Aware Differential Privacy with Conditional Invertible Neural Networks},
  author = {Malte Tölle and Ullrich Köthe and Florian André and Benjamin Meder and Sandy Engelhardt},
  year = {2022},
  doi = {10.1007/978-3-031-18523-6_9},
  url = {https://doi.org/10.1007/978-3-031-18523-6_9},
  researchr = {https://researchr.org/publication/TolleKAME22},
  cites = {0},
  citedby = {0},
  pages = {89-99},
  booktitle = {Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health - Third MICCAI Workshop, DeCaF 2022, and Second MICCAI Workshop, FAIR 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18 and 22, 2022, Proceedings},
  editor = {Shadi Albarqouni and Spyridon Bakas and Sophia Bano and M. Jorge Cardoso and Bishesh Khanal and Bennett A. Landman and Xiaoxiao Li and Chen Qin and Islem Rekik and Nicola Rieke and Holger Roth and Debdoot Sheet and Daguang Xu},
  volume = {13573},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-18523-6},
}