GANs Based Density Distribution Privacy-Preservation on Mobility Data

Algorithm 1

Pseudocode of the proposed privacy-preservation method based on GANs.

Input: The real dataset ; The learning rate ;

Output: The privacy-preserved version of the real dataset ;

1: Build discriminator network D;

2: Build generator network G;

3: ;

4: while    do

5:    ;

6:    ;

7:    ;

8: end while

9: ;