Compare multiple files for common code

I have two projects with massive code base. I would like to run a tool to view all files in each project and show which files in projects have similar code. I'm not even sure if something like this exists, but I remember that I was in school, the teachers had a tool on which they ran all the code from several students to determine how similar their codes were (to catch cheaters).