Same thing happened to me at my cousins 12th birthday at a Chuckie Cheese in Springfield, PA.
All these German Nazis who were obviously not invited just show up an start eating our pizza. I was like fuck this. We put up with it that day cause we were outnumbered.
Next year we moved the party to a miniature golf course and clearly stated NO NAZIS on the invitation. None showed up.