If you are the citizen of a first world country, you can just go to your embassy without any id and they will sort it out.
These workers origin countries also share the blame, they refuse to help them. In many cases they turn a blind eye to this slavery since these enslaved workers send currency to their origin country.
The embassy will then confirm your identity (there are various ways).