In his autobiography, "Sjećanja", Selimović states that his paternal ancestry is from the Orthodox Christian Vujović brotherhood of the Drobnjak clan, his ancestor having converted to Islam in the 17th century for pragmatic reasons, given the presence of the Muslim Ottoman Empire in the area at the time.