Sumsub has assessed Q1 2023 fraud statistics for North America and analysed how they compare to 2022. 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 U.S. and 24% in Canada), and
  • Forged ID card (13% in the U.S. and 18% in Canada)

In Q1 2023, the top three fraud types in Canada remained the same. 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 most regulated industries are the most impacted

The industries that are most impacted happen to also be the most regulated ones. Sumsub report the top industry affected by fraud in the US was IT service for both 2022 and Q1 2023. Classifieds and crypto rank next. Interestingly, online media fraud doubled from 2.1% to 4.6% in Q1 2023.

Simple KYC checks are not enough anymore. To stay protected from fraud, companies need to perform checks along the whole user journey. The ongoing checks include transaction monitoring, risk scoring, behavioural analysis, and many more.

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Sumsub unites user and business verification, transaction monitoring, fraud prevention, and case management solutions into a single dashboard. The company found some interesting global fraud trends in their data. Two in particular are rising at alarming rates in North America.

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. It is up again 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. It is alarming that the proportion of such fraud is growing. Likewise, sometimes the person being verified is obviously unconscious. They may be sleeping, not feeling well, or under the influence of substances.

“This means that he or she is not actively and agreeably participating in the KYC process. This 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,” said Pavel Goldman-Kalaydin, Head of AI & ML at Sumsub.


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. It is up from 0.1% to 4.6% in Canada. Simultaneously, printed forgeries, which represented 4% – 5% of all fraud in 2022, dropped to 0% last quarter.

Goldman-Kalaydin added: “Deepfakes have become easier to make. 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. 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. In Canada the figure for female fraudsters is around 26%. In Q1 2023, females represented only 18% of fraudsters in the US and 21% in Canada.

Sumsub serves over 2,000 clients across the fintech, crypto, transportation, trading, e-commerce and gaming industries. According to Sumsub, it is the one global verification platform providing customisable KYC, KYB, transaction monitoring, and AML solutions for the whole customer journey.