The usual defense against rat outbreaks is poison. Poisons are often designed around the curious fact that rats cannot regurgitate, so they will retain poisons that other animals—pet dogs and cats, for instance—would quickly throw up. Anticoagulants are commonly used, too, but there is evidence to suggest that rats are developing resistance to them.
