The incident occurred in the 5100 block of Tujunga Avenue around 2 a.m.
Responding firefighters found a single car on fire when they arrived. Fuel appeared to be leaking down the street which then ignited other vehicles.
The flames were doused in about 20 minutes.
The cause of the fire remains under investigation.