Look at the building where the office is in. If it looks bad, leave.

Get the name of the recruiter and his/her company. Look it up on the 'net to see if it's legit. If no name comes up, don't go.

If they want to see your gf alone, don't go. Leave!

If you do go, go with a bunch of people, preferably tough guys.