Research Article

ePMLF: Efficient and Privacy-Preserving Machine Learning Framework Based on Fog Computing

Algorithm 4

Secure logistic regression training.
Input: the selected data of FNs, iterations , learning rate
Output: model parameters
FNs:
:
(1) encrypts the selected data with
Such as , send to SSP
SSP:
:
(2)
:
(3)SSP performs
and
(4)
(5)Converting OU:
(6)