He was quickly discovered and placed, along with Samuel Arnold, Michael O'Laughlen, Edmund Spangler, and George St. Leger Grenfell to a large empty ground-level gunroom the soldiers referred to as "the dungeon".
After three months in the dungeon, Mudd and the others were returned to the general prison population.