According to the Wall Street Journal, 71-year-old Madoff was assaulted in December and was treated for a broken nose, fractured ribs and cuts to his head and face.
The report says the attack started as a dispute over money.
Madoff is currently serving a 150 year sentence in North Carolina for running a Ponzi scheme that cost investors billions of dollars.