This repository contains an inventory of privacy-preserving machine learning platforms, algorithms and projects using these algorithms. We are aware this list is not exhaustive, but we aim to keep it up-to-date. Hence, if there are platforms we are missing, please notify us by creating an issue.
The human-readable listing is available in inventory.md. The main data of this inventory is listed in the data folder.
Scientific article(s):
- Sun C, Ippel L, Dekker A, Dumontier M, van Soest J. A systematic review on privacy-preserving distributed data mining. Data Science 2021;4:121–50. https://doi.org/10.3233/DS-210036.
Contributors:
- Johan van Soest
- Aiara Lobo Gomes
- Andre Dekker
- Wouter Franke