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Yes, the email actually came from PayPal. You can't trust anything these days, as this new kind of phishing scam employs a clever twist.

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Thousands of fake websites pose as trusted stores like Apple, Michael Kors, Harbor Freight, REI and Omaha Steaks. The massive global scam uses real payment methods on fake checkout pages.