SteadyDetected Sep 18

Why Fraudsters Look Trustworthy and Good Customers Look Suspicious

Steady
1.1 momentum
Press
6 stories across sources

What's happening

Fraud is shifting from one-off payment scams to identity-first attacks that blend into normal customer behavior. Criminals are using AI to build convincing false identities, mimic voices and faces, and operate through legitimate credentials so they pass checks and take over accounts. At the same time, real customers are adopting behaviors such as VPNs and other privacy measures that resemble traditional risk signals, and attackers are industrializing e-commerce fraud to run at scale and greater profitability (one report says AI has made fraud 4.5 times as profitable). That combination is leaving issuers and issuers' fraud teams struggling to tell fraudsters apart from good customers as attacks span channels, devices and long-term relationships.

Why it's trending

Because AI is making fake identities, voice/facial spoofs and scaled criminal operations more realistic and profitable while legitimate customer privacy behaviors now look like risk signals.

Signal2.5× its usual volume, confirmed across 1 independent source type.

Story volume

Stories per day
09-1409-1709-18

Angles you could write

contrarian take

Your fraud model is biased against your best customers, and that's exactly what scammers want right now.

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Original sources6

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