It happened in the 4300 block of Vista Street in Mayfair at 1:00 a.m. Monday.
The homeowner told police he was in the bathroom when the intruders first entered the home.
They handcuffed and pistol-whipped the victim, then made off with his ATM card, house keys and a handgun.
The victim is recovering from head injuries.