Yup, you cannot do anything about it. And a site with stable backlinks and stable ranking is unlikely to get hurt, but a newer site with less backlinks and unstable ranking can pretty much get affected by that spam links.
Quote:
Originally Posted by Barefootsies
Has happened before. Nothing you can do about it.

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Ask this guy, he seems to know his thing.