What are the chances of getting caught for accidentally claiming... No one" accidentally"files for unemployment, especially not twice. In the United States, unemployment fraud is very rare. You need to have proof of identity and SSN, sufficient work history to qualify, and to have lost your job through no fault of your own, and your employers for the base period...