The principal parts of burst are burst, burst, burst. As verb forms, bust and busted are illiteracies."To get busted" ("to be arrested"),"to go bust" ("to become bankrupt"),"to bust up" ("to disagree," "to break up"), and "a bust" ("failure") are slang expressions.
Dictionary of problem words and expressions. Harry Shaw. 1975.