[aristeides]

If there's no probable cause, they shouldn't be held. Not, at least, as long as Congress has not suspended habeas corpus after judging that the constitutional requirements (rebellion or invasion, plus threat to public safety) are met.

[Ditto]

So your answer is that you would do nothing.