Rocks State Park (originally Deer Creek State Park) is a Maryland state park located in Deer Creek Valley near Pylesville in Harford County. The park, located near the junction of Maryland Routes 24 and 165, is near the Mason-Dixon Line, about a one-hour drive from Baltimore.