The Rusty-backed Antwren (Formicivora rufa) is a species of bird in the Thamnophilidae family. It is found in Bolivia, Brazil, Paraguay, Peru, and Suriname. Its natural habitats are subtropical or tropical dry shrubland, subtropical or tropical seasonally wet or flooded lowland grassland, and heavily degraded former forest.