What is the empty space between two countries borders are called?

Usually there is no empty space. The border crossing is right ON the border. Once you cross the border you are in the other country. In Europe today there are no borders since the creation of the European Union. In the 1970's I crossed into Italy from Austria and there was a border then, but it was a simple matter of going across.