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US fraud statistics: FAI/Deepfake multiply at alarming rates

US fraud statistics: FAI/Deepfake multiply at alarming rates

New Q1 2023 fraud statistics for North America and how they compare to 2022 have been released. The information is based on data collected from the US and Canada during this time period.

In 2022, the top three fraud types in the US and Canada were:

  • Liveness bypass, a method of fraud where criminals swap in or edit biometric data (34% of fraud in the US and 22% in Canada)
  • Edited ID card (22% in the US and 24% in Canada)
  • Forged ID card (13% in the US and 18% in Canada)

In Q1 2023, the top three fraud types in Canada remained the same, whereas in the US, 17% of fraud was attributed to identity document forgery.

With the rise of cyber threats and identity theft, organisations and platforms are implementing verification processes to ensure the authenticity and legitimacy of users.

The industries that are most impacted happen to also be the most regulated ones. Sumsub found that the top three industries affected by fraud in the US were IT service for both 2022 and Q1 2023, classifieds, and crypto.

Interestingly, online media fraud doubled from 2.1% to 4.6% in Q1 2023.

Forced verification

Forced verification has emerged as a growing trend globally. In North America alone, forced verification grew from 0.5% to 0.7% in 2022 and even more in Q1 2023, from 0.6% to 1.1%.

“We’ve seen a pattern of forced verification globally, when it is visible that a person whose photo is taken or who’s passing the liveness check is doing so involuntarily while being held by others’ force,” explains Pavel Goldman-Kalaydin, Head of AI & ML at Sumsub.

“It is alarming that the proportion of such fraud is growing. Likewise, sometimes the person being verified is obviously unconscious—maybe sleeping, maybe not feeling well, or maybe under the influence of substances.

This means that he or she is not actively and agreeably participating in the KYC process, which may lead to crime and financial fraud, for example, if not detected and stopped in time. Luckily, such cases are not yet very common, but their existence is a red flag.”


In North America, the proportion of deepfakes more than doubled from 2022 to Q1 2023. This proportion jumped from 0.2% to 2.6% in the US and from 0.1% to 4.6% in Canada, respectively.

Simultaneously, printed forgeries, which represented 4% – 5% of all fraud in 2022, dropped to 0% last quarter.

“Deepfakes have become easier to make and, consequently, their quantity has multiplied, as is also evident from the statistics. To create a deepfake, a fraudster uses a real person’s document, taking a photo from it and turning it into a 3D persona,” continues Goldman-Kalaydin.

“Anti-fraud and verification providers who do not work constantly to update deepfake detection technologies are lagging behind and put both businesses and users at risk.

Upgrading deepfake detection technology is an essential part of modern effective verification and anti-fraud systems.”

Identifying who is committing fraud

The oldest fraudsters in the world are in the US In 2022, the average age was 38 years old and shifted to around 40 in Q1 2023. While in Canada, the average age of fraudsters was 32 – 33.

As for the gender breakdown, in 2022, there were over 35% female fraudsters in the US and around 26% in Canada. In Q1 2023, females represented only 18% of fraudsters in the US and 21% in Canada.

In 2022, the most popular hour for committing fraud was 11 a.m. Eastern Time in the US and 1 p.m. Eastern Time in Canada.

In Q1 2023, it was 12 p.m. Eastern Time in the US and 4 p.m. Eastern Time in Canada. In Canada, the lowest amount of fraud happened at 6 a.m. Eastern Time in 2022 – 2023.


The post US fraud statistics: FAI/Deepfake multiply at alarming rates appeared first on Payments Cards & Mobile.

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