No one was injured in the early morning incident on Las Olas Boulevard in Fort Lauderdale, the Herald said.
TMZ said a motorist pulled his or her vehicle up next to Ross' Rolls, then fired dozens of shots, missing the car, but striking nearby buildings.
Police told the celebrity news website they had made no arrests in connection with the shooting and had not identified any suspects.
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