Give it a shot. What have you got to lose?
Personally, I'd use a specialty muzzleloading handgun on them.
Can you use an attractant? I have heard that stuff like this works somewhat well.
http://www.codebluescents.com/bear-magnet-power-start-drip-bag-w-beaver-castor