$ sudo apt-get update
$ sudo apt-get install gnupg 

gnupg is installed in your system.

Make ensure the gnupg package were installed using the commands given below,

$ sudo dpkg-query -l | grep gnupg *

You will get with gnupg package name, version, architecture and description in a table

gnupg package basic information: