The Collaborative International Dictionary of English v.0.48:

Jayhawker \Jay"hawk`er\, n.
   A name given to a free-booting, unenlisted, armed man or
   guerrilla.

   Note: [A term of opprobrium used in the war of 1861-65, U.
         S.]
         [1913 Webster]