Logistic regression model training based on the approximate homomorphic encryption

Abstract Background Security concerns have been raised since big data became a prominent tool in data analysis. For instance, many machine learning algorithms aim to generate prediction models using training data which contain sensitive information about individuals. Cryptography community is consid...

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Main Authors: Andrey Kim (Author), Yongsoo Song (Author), Miran Kim (Author), Keewoo Lee (Author), Jung Hee Cheon (Author)
Format: Book
Published: BMC, 2018-10-01T00:00:00Z.
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