How to Detect Deepfakes: People Miss 75% of Fake Videos

Full Episode Transcript

The governor of Malaysia's central bank had to sit in front of a camera and prove he was a real person. Because scammers had made a fake video of him — one where he got into a physical fight with a guest. Overturned furniture. An ambulance called. None of it ever happened.

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If you've ever watched a video and trusted your own

If you've ever watched a video and trusted your own eyes — this story is about you. Because the people behind these fakes aren't just copying a face anymore. They're copying trust. The kind of trust you'd put in a bank official, a politician, or someone you recognize. In Malaysia, scammers used fabricated videos of the central bank governor and senior officials to push fake investment schemes. The bank had to issue an official public warning on Instagram. So here's the question I keep coming back to — if you saw your country's top banker recommending an investment, how many seconds would you spend checking if it was real?

Let's start with the scale of this. According to fraud researchers, deepfake scams have caused at least three point seven billion dollars in reported losses. But the part that stopped me — nearly ninety percent of that happened in just the last year and a half. This isn't some slow-building problem. It exploded. For anyone tracking financial crime, that curve rewrites the threat model. For the rest of us, it means the fakes got good — fast — and most of us haven't caught up.

Now, where's all that money going? Investment fraud. It's the single biggest category by far. One identity report from Veriff found investment scams account for around nine hundred million dollars — more than half of all deepfake losses they analyzed. The playbook is simple. Take a celebrity, an executive, or a politician. Fake their voice and face. Have them endorse a scheme that doesn't exist. And that face you trust? It's the whole weapon.

Here's what makes this so easy for the scammers. According to banking security researchers, cloning someone's voice now takes only twenty to thirty seconds of recorded audio. Think about what that means. Every public statement a bank official makes — every interview, every press clip — becomes raw material. The more they speak to reassure the public, the more they hand over to the people impersonating them.

The Bottom Line

And can't we just spot the fakes ourselves? That's the uncomfortable part. In one study, people correctly identified deepfake videos only about a quarter of the time. Flip that around. Three out of four fakes slipped right past them. That's not a failure of smart people paying attention. The fakes are simply that convincing now.

So here's the thing most people get backwards. The problem isn't that you're too gullible. The problem is that you were never supposed to be the last line of defense. Regulators and platforms were meant to stop these fake ads before they ever reached your feed. They haven't kept up. And Gartner analysts predict that by this year, nearly a third of companies will lose confidence in face-based logins because deepfakes have gotten so good. The burden quietly shifted onto ordinary people to play fraud detective — a job we never signed up for.

So let me bring this all the way down to earth. Scammers are making fake videos of trusted officials to sell fake investments. It only takes half a minute of someone's voice to clone them. And most people can't tell the fakes from the real thing. The real fix isn't you squinting harder at your screen. It's banks and platforms doing their job before the fake ever reaches you. But until they do — that pause before you act on a video? That's the most valuable second you've got. The full story's in the description if you want the deep dive.

How to Detect Deepfakes: People Miss 75% of Fake Videos