It turns out that it's ridiculously easy to install a card skimmer at a point of sale terminal. Gas pumps are particularly vulnerable because they're often unmanned and have a lot of traffic. Luckily, there's a free Android app called Skimmer Scanner that can alert you if there are any of these devices nearby.