$ sudo apt-get update
$ sudo apt-get install privoxy 

privoxy is installed in your system.

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

$ sudo dpkg-query -l | grep privoxy *

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

privoxy package basic information: