In a manner that is disgustingly dirty or unclean. The room was filthily cluttered with trash and debris.
In a morally offensive or obscene way. The comedian spoke filthily, shocking the audience with his crude jokes.
To an extreme or excessive degree; extremely. The wine was filthily expensive, but we bought a bottle anyway.