UnSplit: Data-Oblivious Model Inversion, Model Stealing, and Label Inference Attacks against Split Learning

Ege Erdogan, Alptekin Küpçü, A. Ercüment Çiçek. UnSplit: Data-Oblivious Model Inversion, Model Stealing, and Label Inference Attacks against Split Learning. In Yuan Hong, Lingyu Wang 0001, editors, Proceedings of the 21st Workshop on Privacy in the Electronic Society, WPES2022, Los Angeles, CA, USA, 7 November 2022. pages 115-124, ACM, 2022. [doi]

@inproceedings{ErdoganKC22-0,
  title = {UnSplit: Data-Oblivious Model Inversion, Model Stealing, and Label Inference Attacks against Split Learning},
  author = {Ege Erdogan and Alptekin Küpçü and A. Ercüment Çiçek},
  year = {2022},
  doi = {10.1145/3559613.3563201},
  url = {https://doi.org/10.1145/3559613.3563201},
  researchr = {https://researchr.org/publication/ErdoganKC22-0},
  cites = {0},
  citedby = {0},
  pages = {115-124},
  booktitle = {Proceedings of the 21st Workshop on Privacy in the Electronic Society, WPES2022, Los Angeles, CA, USA, 7 November 2022},
  editor = {Yuan Hong and Lingyu Wang 0001},
  publisher = {ACM},
  isbn = {978-1-4503-9873-2},
}