You can, because you may end up embedding a lot of iron into the surface. This will allow corrosion to start to form pits, and lead to the corrosion of the base metal.
After all machining, cutting, forming, grinding/polishing operations all SS should be passivated if you want to avoid surface corrosion.
But I will echo Stan's comment; are you positive that this is 2205?
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