You can put this solution on YOUR website! Easier to ask how much water is needed to make 4.5% from 32 ml of 12%. That is a high enough concentration that density should be needed, UNLESS percent is in mass per volume.
Let u = how much ml of water to add;
ASSUMING percents are mass per volume.