It happened to me a dozen years ago during a trip to Hawaii, or possibly on the flight home. IIRC, I noticed it on the bill, but they might have called me about it. I've certainly received calls from the fraud department of other cards in the years since.

Everything's always been easily and cleanly reversed out when needed. Not that it's happened all that much....