dilute oxalic acid will do the trick.
a quick rub over with a sponge and a rinse off does wonders but test it on a small area first.
I had the same problem and it definatly worked.
A small spoon of crystals in water. All the safety advice is on this site below too. If you have rhubarb then the leaves contain the same acid.