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Table 3 Runtime comparisons between SecureML and our work

From: High performance logistic regression for privacy-preserving genome analysis

 

BC-TCGA training (online) (s)

GSE2034 training (online) (s)

Activation function (one evaluation) (ms)

Our work

2.52

26.90

0.030

SecureML

12.73

49.95

0.057