There are several ways to catch rabbits in your backyard. Live traps are humane, Baits are effective, and you can also install a fence to keep rabbits out. However, you must be very careful when using these methods. You should not leave the rabbits dead as they will attract other predators. Young trees are preferred by rabbits in winter.