Riba, often translated as 'usury' or 'interest', is prohibited in Islamic finance as it involves charging interest on loans, which is considered exploitative and unjust. This prohibition is based on the belief that money should be a medium of exchange and not a commodity to generate profit through interest, promoting fairness and equity in financial transactions.