Normally, I run unit tests on my dev box; presumably your sysadmins don't care about that. I also run them on a special-purpose CI server. None of these machines are accessible to the outside world. I would never put the the unit test code in a place where it could be triggered by regular users or the general public.
Is that how you're setting it up? If so, what is the sysadmin worried about?