Dawson connected from 58 yards with about 90 seconds remaining and then hit from 46 yards as time expired to give Cleveland the pre-season win.
Rookie Colt McCoy left the game with an injury to his right hand after throwing two interceptions.
Jerome Harrison ran for a touchdown for the Browns, while Brian Robiskie and Benjamin Watson each pulled in a touchdown pass.
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