Inventory Data Sharing Tools

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.

Repository contents

The human-readable listing is available in inventory. The data from which this inventory is being generated is available here.

Contributions

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