In May 1978, Wagner was arrested in Yugoslavia (alongside Brigitte Mohnhaupt, Peter-Jurgen Boock and Sieglinde Hofmann), and faced extradition to West Germany.
In June 1979 Wagner took part in the failed assassination attempt on NATO Commander Alexander Haig.