Kingsville is a semi-rural, unincorporated community and census-designated place in Baltimore County, Maryland, United States. It is a close-knit and rustic community bounded by the Little Gunpowder Falls river and the Big Gunpowder Falls river which join to form the Gunpowder River. The population of Kingsville was 4,318 at the 2010 census.