Logistic regression model training based on the approximate homomorphic encryption

• Hauptverfasser: Andrey Kim (Verfasst von), Yongsoo Song (Verfasst von), Miran Kim (Verfasst von), Keewoo Lee (Verfasst von), Jung Hee Cheon (Verfasst von)
• Format: Buch
• Veröffentlicht: BMC, 2018-10-01T00:00:00Z.
• Schlagworte: article
• Online-Zugang: Connect to this object online.

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...