By all means apply and give it your all but the odds are stacked against you as: 1) you were rejected last year; 2) Brown has an exceeding low acceptance rate; and 3) I believe Brown is need aware for international students (you can check this).
Be sure to spend time and energy seeking out schools that are safeties both in terms of admission and financials.