Mr Brown romped home to victory in the mayor's race two years ago when his leading rival, Frank Jordan, posed for a photograph in his shower with two local radio hosts.
One of them, Frank Jordan, had been beaten by Mr Brown four years earlier after scuppering his credibility by inviting two radio disc-jockeys to strip off and join him in the shower.