On the Protection of Private Information in Machine Learning Systems: Two Recent Approches

Martín Abadi, Úlfar Erlingsson, Ian J. Goodfellow, H. Brendan McMahan, Ilya Mironov, Nicolas Papernot, Kunal Talwar, Li Zhang 0001. On the Protection of Private Information in Machine Learning Systems: Two Recent Approches. In 30th IEEE Computer Security Foundations Symposium, CSF 2017, Santa Barbara, CA, USA, August 21-25, 2017. pages 1-6, IEEE, 2017. [doi]

@inproceedings{AbadiEGMMPTZ17,
  title = {On the Protection of Private Information in Machine Learning Systems: Two Recent Approches},
  author = {Martín Abadi and Úlfar Erlingsson and Ian J. Goodfellow and H. Brendan McMahan and Ilya Mironov and Nicolas Papernot and Kunal Talwar and Li Zhang 0001},
  year = {2017},
  doi = {10.1109/CSF.2017.10},
  url = {http://doi.ieeecomputersociety.org/10.1109/CSF.2017.10},
  researchr = {https://researchr.org/publication/AbadiEGMMPTZ17},
  cites = {0},
  citedby = {0},
  pages = {1-6},
  booktitle = {30th IEEE Computer Security Foundations Symposium, CSF 2017, Santa Barbara, CA, USA, August 21-25, 2017},
  publisher = {IEEE},
  isbn = {978-1-5386-3217-8},
}