Hi Df,
Surely the zinc from brass wouldn't dissolve in neutral water? it is basically insoluble in that condition, like many other metals such as aluminium it form,s in this case, a protective layer of insoluble zinc hydroxide, which has to be stripped away for any corrosion to take place...