Individual Privacy Accounting with Gaussian Differential Privacy

This repository contains the code to reproduce the experiments carried out in Individual Privacy Accounting with Gaussian Differential Privacy.

MIMIC-III experiments (Section 6):

The instructions, required dependencies and the code can be found in the mimic_experiments folder.

Contact

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Citation

If you use this code, please cite our paper.

@inproceedings{koskela2023individual,
  title={Individual Privacy Accounting with Gaussian Differential Privacy},
  author={Antti Koskela and Marlon Tobaben and Antti Honkela},
  booktitle={The Eleventh International Conference on Learning Representations},
  year={2023},
  url={https://openreview.net/forum?id=JmC_Tld3v-f}
}