The New Year found "Peary" at Darwin, Australia. During January and a part of February, she operated out of Darwin, principally on anti-submarine patrol. On 15–16 February, "Peary" took part in a mission to transport reinforcements and supplies to Allied forces in Dutch Timor, but this was aborted after coming under intense air attack. On 19 February 1942 Darwin experienced a massive Japanese air attack. The "Peary" was attacked by Japanese dive bombers, and was struck by five bombs. The first bomb exploded on the fantail, the second, an incendiary, on the galley deck house; the third did not explode; the fourth hit forward and set off the forward ammunition magazines; the fifth, another incendiary, exploded in the after engine room. A .30 caliber machine gun on the after deck house and a .50 caliber machine gun on the galley deck house fired until the last enemy plane flew away.