On 23 May 1932, police arrested Duquesne in the Quigley building in New York.
In the spring of 1934, Duquesne became an intelligence officer for the Order of 76, an American pro-Nazi organization, and in January 1935 he began working for the U.S. government's Works Progress Administration.