The High-Level Practical Overview of Open-Source Privacy-Preserving Machine Learning Solutions

This paper aims to provide a high-level overview of practical approaches to machine-learning respecting the privacy and confidentiality of customer information, which is called Privacy-Preserving Machine Learning. First, the security approaches in offline-learning privacy methods are assessed. Those...

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Bibliographic Details
Main Authors: Konrad Kuźniewski, Krystian Matusiewicz, Piotr Sapiecha
Format: Article
Language:English
Published: Polish Academy of Sciences 2022-12-01
Series:International Journal of Electronics and Telecommunications
Subjects:
Online Access:https://journals.pan.pl/Content/125458/PDF/84_3919_Sapiecha_sk.pdf