Sussex is a borough in Sussex County, in the U.S. state of New Jersey. As of the 2020 United States census, the borough's population was 2,024, a decrease of 106 from the 2010 census count of 2,130, which in turn reflected a decline of 15 from the 2,145 counted in the 2000 census.