"Hipposideros atrox" was described as a new subspecies of "Hipposideros gentilis" by Danish mammalogist Knud Andersen in 1918; he described "H. gentilis" in the same publication.The holotype had been collected by Arthur Lennox Butler in the Malaysian state of Selangor.