When Allies started the offensive against Buna–Gona on 16 November 1942, 582nd Air Group moved from Rabaul to Lae on New Guinea on 17 November. From there, they made several raids with D3A dive bombers and Zeros against Allied ground forces. They returned to Rabaul on 28 November but continued to conduct attacks on Buna.