If you can get the "rust" areas dry, try rubbing some Elmer's Glue on the "rust." If it turns black, it IS iron oxide and is also now neutralized. Acetal Acetate is Elmer's, and it reforms rust. At any rate, if it turns black after curing, it is now easily scraped off the stainless steel and some steel wool to polish after, should finish nicely.