Rossi di Montelera was kidnapped by a group of bandits of the Corleonesi Mafia clan, led by Luciano Leggio, and held as a prisoner in the bunker of a farmhouse in Treviglio, near Bergamo. He was freed by the agents of the Guardia di Finanza on 14 March 1974.