Forearms and everything needed to rotate your shoulder - all the rotator cuff muscles, deltoids, some bicep, some pecs, some teres major, and a whole bunch of other stuff. In all honesty though, if you just need to win one match in the near future, your time will probably be far better spent learning technique and practicing actual arm wrestling than trying to build muscle using other exercises. Arm wrestling is leverage & technique first and strength second.