Cheatee

A person who is deceived or tricked by someone else; the victim of cheating.

From 'cheat' (Middle English, from Old French 'escheat' meaning to revert to the crown) + suffix '-ee' (indicating the recipient of an action). The '-ee' suffix became productive in English around the 17th century to mark passive recipients.