The incident happened in Westwood Quadrant in the Linnvale area of Clydebank at about 23:00 on Wednesday.
Police said a joint investigation with the Scottish Fire and Rescue Service had found that the fire was started deliberately.
They described it as a "deliberate and dangerous act", adding that inquiries were at an early stage.
Police are investigating after two cars were set on fire in West Dunbartonshire.