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Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation

BACKGROUND: Learning a model without accessing raw data has been an intriguing idea to security and machine learning researchers for years. In an ideal setting, we want to encrypt sensitive data to store them on a commercial cloud and run certain analyses without ever decrypting the data to preserve...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:JMIR Med Inform
Prif Awduron: Kim, Miran, Song, Yongsoo, Wang, Shuang, Xia, Yuhou, Jiang, Xiaoqian
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: JMIR Publications 2018
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5930176/
https://ncbi.nlm.nih.gov/pubmed/29666041
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/medinform.8805
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