Horned caterpillars are crawling insects which are the larvae of moths and butterflies. The “horns” on some types of caterpillars are used in defense to ward off potential predators. Some types of “hornworms” have a horn-like tail that they wag to frighten other animals. Other horned caterpillars have spiky-looking structures given the grub a horned appearance.