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Logistic Regression Modeling Method Using Secret Sharing
Logistic Regression Modeling Method Using Secret Sharing
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机译：使用秘密共享的Logistic回归建模方法
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摘要
Methods, systems, and apparatus comprising computer programs encoded on a computer storage medium for training a multi-party secure logistic regression model (SLRM) by using secret sharing techniques. One of the methods uses secret sharing (SS) to distribute sample training data for a secure logistic regression model (SLRM) to a plurality of distributions, each distribution to a secure computation node (SCN). distributed — dividing by ; iteratively updating parameters associated with SLRM using each distribution of the sample training data, the iterative updating continuing until the occurrence of a predetermined condition; and outputting a training result configured for use by each SCN after iteratively updating the parameters associated with the SLRM.
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