"Dere's (There's) No Hiding Place Down Here" is a Negro spiritual See Johnson, Book of American Negro Spirituals. The verse you quote is a floater, appearing in several Negro spirituals. The devil is often depicted as wearing red.
Like many of these songs, it also appears in white gospel versions.