In 1954 Horn joined the Hungarian communist party, then called the Hungarian Working People's Party (MDP). In November 1956, he helped reorganize the MDP into the Hungarian Socialist Workers' Party (MSZMP), which under the leadership of János Kádár crushed the 1956 Hungarian revolution against Soviet occupation and communist rule.