Gyurov () is a Bulgarian masculine surname, its feminine counterpart is Gyurova. Notable people with the surname include:
Andrey Gyurov (born 1975), Bulgarian politician Ginka Gyurova (born 1954), Bulgarian rower Krasimira Gyurova (1953–2011), Bulgarian basketball player Spas Gyurov (born 1986), Bulgarian road bicycle racer
See also Gurov Gjurov