Report: State of the Art Solutions for Privacy Preserving Machine Learning in the Medical Context. (arXiv:2201.11406v1 [cs.CR])

Machine Learning on Big Data gets more and more attention in various fields.
Even so privacy-preserving techniques become more important, even necessary due
to legal regulations such as the General Data Protection Regulation (GDPR). On
the other hand data is often distributed among various parties. Especially in
the medical context there are several data holders, e.g. hospitals and we need
to deal with highly sensitive values. A real world scenario would be data that
is held in an electronic patient …

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