From Sahih Muslim (Hadith 3268):
Abu Huraira (Allah be pleased with him) reported Allah's Messenger (ﷺ) as saying:It is not lawful for a woman believing in Allah and the Hereafter to undertake journey extending over a day and a night except when there is a Mahram with her
Reference: Muslim 3268