5. Benito Mussolini
In 1935 Mussolini was nominated for the Nobel Peace Prize. Unsurprisingly, the Italian dictator did not take home the award. Guessing it had something to do with his involvement with the Nazi party and his invasions of Ethiopia and Greece, but then again, what do I know?