The report said Vanilla Ice denied pushing her.
It wasn't immediately known if he had an attorney. His agent, Tommy Quon, said he hadn't heard about the arrest and couldn't comment.
Vanilla Ice spent a night in jail in 2001 after being arrested following a domestic dispute.
He sold 15 million copies of the single "Ice Ice Baby" in 1990.