Khagba is a surname. Notable people with the surname include:
Anri Khagba (born 1992), Russian footballer Beslan Khagba (born 1956), Abkhazian politician Kesou Khagba (born 1950), Abkhazian politician Roman Khagba (born 1964), Georgian-Russian footballer