This depends - if a person goes out of their way not to find out whether the goods are legitimate, it's equally bad.

Either way, if you possess stolen goods, they will usually be taken from you and returned to their owner. If that happened to a lot of Amazon customers, the refund volume would encourage Amazon to crack down on their supply chain.