At about 1:30 p.m., firefighters responded to the 5500 block of Dunrovin Lane.
Reports indicate that there heavy smoke visible at the scene with flames showing through the roof of the home.
The White Marsh Volunteer Fire Company says it has units on the scene.
There has been no word on any injuries.
Motorists should avoid the area.