rust fly, (family Psilidae), any of a group of insects (order Diptera) that are small, slender, brownish flies with long antennae. The larvae feed on plants and may be garden pests. The carrot rust fly (Psila rosae; also known as Chamaepsila rosae) often damages carrots, celery, and related plants.