Research Article

Fast and Accurate Deep Leakage from Gradients Based on Wasserstein Distance

Algorithm 2

Wasserstein distance calculation algorithm (WDCA).
Input: input original gradient , virtual gradient .
(1) Initialization
(2) //Calculate the cost matrix
(3)
(4)
(5)
(6)for to do
(7)  
(8)
(9)  If , then
(10)   
(11)   
(12)   
(13)  end if
(14)end for
(15)// obtains an approximation of the Wasserstein distance
Output: