Unknown. Either borrowed from English sadism, or a calque of English sadism, equivalent to サド (Sado, “Sade”, from French Marquis de Sade) + イズム (-izumu, “-ism”). Compare French sadisme /sadism/.
サディズム (rōmaji sadizumu)