At about 6:30 p.m., firefighters responded to the fire on northbound I-95 just past the White Marsh Boulevard / Route 43 exit.
The three left lanes of northbound I-95 have been shut down.
Crews from White Marsh Volunteer Fire Department have responded to the scene.
There has been no word on any injuries.
Motorists should use caution in the area.