Acacia diaphana is a shrub belonging to the genus Acacia and the subgenus Phyllodineae. It is native to an area in the Goldfields-Esperance region of Western Australia. The bushy shrub typically grows to a height of 1.5 to 3.0 metres (5 to 10 ft) and produces yellow flowers.