The present disclosure provides an autonomous driving system and method in a parking lot. In particular, the autonomous driving system includes: a parking lot server to transmit parking lot information including parking lot map data to which a virtual lane is applied to a vehicle entering the parking lot when the vehicle entering the parking lot is sensed; and an autonomous driving apparatus to perform autonomous driving of the vehicle up to any one parking slot empty in the parking lot using the virtual lane.