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Detect trafficking as opposed to actively looking at their partner in the same room with my friends on beach in brazil, and our hosts.

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.

And if you replace “collect an inheritance” with “find true love,” they’re an increasing menace for dating apps and services. But they are an increasingly important front for criminals, who in turn use increasingly sophisticated methods to snare their marks, and take them for whatever they can.

A recently released list, by a fraud-busting company called Scamalytics, of the top lines and photos used in profiles by online dating grifters shows that while the range of sophistication may vary, the end goal is always the same: To fleece romance-seekers out of their money.

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