"Love Is a Crime" is a song recorded by pop singer Anastacia for the soundtrack of the film Chicago, and released as the only single from it exclusively in America. A music video was released for the song, but it was never released worldwide, as the singer was ill with cancer at the time. The single managed to peak at number one on the U.S. Club Play Chart.