밑져야 본전이다

Etymology
Literally, "even with a financial loss, to still have the principal". The verb explicitly means "to make a financial loss so that one has less than the principal". The idiom thereby implies that the subject really has no money at all to begin with.

Idiom

 * 1) to have nothing to lose