Research Article

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

Algorithm 3

Secure sigmoid function.
Input:
Output:
:
:
(1)Send to SSP
SSP:
(2)
(3)
(4)
(5)
(6)Choose two random integers ,
(7)Send , to
:
(8)Decrypt and compute
(9)Send to SSP
SSP:
(10)Choose two random integers
(11)
(12)
(13)Send and to
:
(14)Decrypt ,
(15)
(16)Send to SSP
SSP:
(17)