Police say the men tried to kick in a door at the home on Kady Ave. near Evening Glow on Wednesday.
They say the men took off after realizing someone was home.
Police later found the car and arrested 18-year-olds Hector Montemayor and Arturo Galvan.
Officers say they found several stolen items in the car.