Rusby is a surname. Notable people with the surname include:
Cameron Rusby (1926–2013), Royal Navy officer, Deputy Supreme Allied Commander Atlantic Henry Hurd Rusby (1855–1940), American botanist, pharmacist and explorer Kate Rusby (born 1973), English folk singer and songwriter Reginald H. Rusby (1896–1946), English World War I flying ace