Hello Amy
Thank you fro the question.
You will most likely need three need a masonry wall anchors to attach to a brick wall should be readily available at any hardware store there are several different styles, it might be a good idea to take the coat rack with you so they can get you exactly what you need. Your coat rack will look great on a brick wall! Natural Maple is one of my favorite colors.