Illuminating the Dark or how to recover what should not be seen in FE-based classifiers

Classification algorithms/tools become more and more powerful and pervasive. Yet, for some use cases, it is necessary to be able to protect data privacy while benefiting from the functionalities they provide. Among the tools that may be used to ensure such privacy, we are focusing in this paper on f...

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Bibliographic Details
Main Authors: Carpov Sergiu, Fontaine Caroline, Ligier Damien, Sirdey Renaud
Format: Article
Language:English
Published: Sciendo 2020-04-01
Series:Proceedings on Privacy Enhancing Technologies
Subjects:
Online Access:https://doi.org/10.2478/popets-2020-0015