Floriani is an Italian surname. Notable people with the surname include:
Francesco Floriani (fl. 1568), Italian painter Pietro Paolo Floriani (1585–1638), Italian engineer and architect Romano Floriani Mussolini (born 2003), Italian professional footballer Yuri Floriani (born 1981), Italian steeplechase runner