The Collaborative International Dictionary of English v.0.48:

Venge \Venge\, v. t. [F. venger. See Vengeance.]
   To avenge; to punish; to revenge. [Obs.] See Avenge, and
   Revenge. --Chaucer. "To venge me, as I may." --Shak.
   [1913 Webster]