How to remove tiny hairline scratches from stainless steel

by Rae
Where I have placed a few pictures on our stainless steel refrigerator using magnets I have noticed a few spidery, is there such a word, scratches on the door. I of course am the only one that has noticed but it is driving me nuts! Any suggestions? It is supposed to be a door that doesn't show fingerprints. Yea right.

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