The first fossil was found in 1917 by Charles M. Sternberg in Quarry 8, near Little Sandhill Creek. The type species Panoplosaurus mirus was named by Lawrence M. Lambe in 1919. The generic name is derived from Greek pan, "completely" and hoplon, "armour". The specific name means "wondrous" in Latin.