She's been known for using shock tactics throughout her career and left audience members aghast with her lewd on-stage antics last week.
But it seems Madonna is more happy to shy away from attention in her free time.
The singer, 54, covered her face while out on the boardwalk with boyfriend Brahim Zaibat, 25, after dining at Soho Beach House in Miami Beach, Florida, on Sunday.