They're trying to take down your dojo, defend it at any cost! Remember when you attack your enemies you could gain resources.
When one of your Facebook friends is successful in attacking your base, their base flag is left on your base. The flag will be their Facebook profile pic. Make sure to get revenge on friends/enemies that stake a claim on your base!