Olizarenko (, ) is a surname. Notable people with the surname include:

Anatoly Olizarenko (1936–1984), Soviet cyclist Nadiya Olizarenko (1953–2017), Soviet-Ukrainian middle-distance runner, wife of Serhiy Serhiy Olizarenko (1954–2024), Soviet-Ukrainian steeplechase runner