Lipschis was born Antanas Lipšys in Lithuania in 1919 to a Protestant family.[11][12][13] In the 1950s he immigrated to Chicago in the United States, but was deported in 1983 for "lying about his Nazi past".[14] At the time of his arrest, Lipschis lived in an apartment in the southwestern German town of Aalen.[15]