The zombie dogs are brown colored. You will find one in the beginning. The zombie dogs will not attack you until you meet Chief Mendez. The dogs will have parasites sticking out of them after chapter 3. A shotgun will kill them easily. Do not kill the white dog in the trap. It will help you fight the Gigante.
