Oxford and Cambridge are typically not affordable for ‘low income’ international students. Cambridge does have one for people who face ‘severe barriers’ to coming to Cambridge (think Ukraine or the Sudan) and Oxford has several for very specific populations, but otherwise there is unlikely to be an financial aid.