An electronic device may have been used to steal a vehicle from a Drouin driveway on Thursday night.
Police said a bronze 2021 Toyota Prado, with registration plates "BOU 871", was stolen between 7pm on Thursday and 6.30am on Friday.
The owner still has both sets of vehicle keys. No visible signs of forced entry was found.
Anyone with information which may assist police investigations is urged to contact Warragul police on 5622 7111.