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When Boko Haram kidnapped a group of school girls last spring, Winchester said, dating profile fakers would claim to be there abroad as part of a US special forces mission.

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An exotic stranger needs help, and you’re the only one able to provide it.

On any given day, a handful of those pleas still file into your email’s spam folder.

The result, Scamalytics, is a company that’s able not only to identify a number of key profile traits—in the “low hundreds,” says Winchester—but to measure how they play against one another for a more complete picture of who’s real and who’s swindling.“Features that in isolation may not give you too much information, in combination become much more powerful,” says Winchester.

“We then take the learnings from that academic exercise, and try to scale them up into a production environment that works at enormous speed.”Some of those indicators are proprietary, but a few are fairly obvious.

But most people wouldn’t blink if they saw it in a real person’s profile.

Likewise, scammers use current events to provide cover stories that explain why they’re in, say, Nigeria.“But the operator of the bot is collecting payments for generating downloads, without ever having to interact with the user themselves.”If someone’s going to fall for a fake profile, that’s about as innocuous a result as one can hope for.The bigger danger comes from human interaction, where, as in those familiar scam email exchanges, the person behind the profile doesn’t want your heart; they just want your money. While the UK’s favored scammer line sounds ridiculous, the top spot in the US goes to “i am very easy going and laid back.” Okay, so it’s no Pablo Neruda.She got in touch with him after watching him on play in an MTV celebrity baseball game the previous February.Unfortunately, the marriage didn’t last long, and they got divorced on June 24, 1997.Suddenly I had to stop doing new features and trying to acquire new users,” in order to keep up with squashing scammers.

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