Was perusing my school's admissions site today (for what reason, i dont know), and there was a section that said all students were subject to a criminal background check before matriculating.... wouldn't be surprised if most schools did the same.
State boards would do the same before granting licensure, which would be after passing all 3 USMLE Steps.