Unfortunately Touchwiz doesn't support custom icon packs that don't come from their Theme store. There are apps on the Play store that allow you to change the icons on the homescreen, but the app drawer will remain unchanged as these apps don't have access to those (at least not without root).
Only way to change system-wide (except for lockscreen shortcuts) is to use a 3rd party launcher that supports icon packs, like Nova.