Goldreich is an Ashkenazi-Jewish surname. Notable people with the surname include:

Arthur Goldreich (1929–2011), South African activist Oded Goldreich, computer scientist Peter Goldreich, astrophysicist Tova Sanhadray Goldreich, Israeli politician