Blackbourn is a surname. Notable people with the surname include:
- David Blackbourn (born 1949), British historian
- Elizabeth Blackbourn, English table tennis player
- Lisle Blackbourn (1899–1983), American football coach
- Robert Blackbourn (died 1748), English Jacobite
- Verne Blackbourn (1895–1990), American baseball player