Written by: Certik

On March 12, during the DC Blockchain Summit in the United States, the world's largest Web3 security company CertiK released the "Skynet Cryptocurrency ATM Fraud Report." The report shows that losses from such scams reached $330 million in 2025, an increase of approximately 33%, making it one of the fastest-growing categories of financial crime in the United States.

The report points out that as the number of cryptocurrency ATM devices continues to grow globally, and criminal organizations increasingly exploit social engineering and AI technology to upgrade their fraud techniques, this criminal pattern has evolved from sporadic cases into a highly organized multinational fraud industry.

Total losses from cryptocurrency ATM fraud

Cryptocurrency ATMs have become a "fast lane" for transferring scam funds.

Cryptocurrency ATM fraud refers to the act of scammers inducing victims through phone calls, text messages, or online social media to withdraw cash and deposit funds into cryptocurrency ATMs, which are then converted into digital assets and transferred to wallets controlled by the scammers.

Currently, there are about 45,000 cryptocurrency ATMs worldwide, with 78% located in the United States. Users can usually complete cash exchanges for cryptocurrency and transfers within five minutes, making it an ideal channel for scam groups to conduct fund transfers.

Unlike traditional cryptocurrency attacks, this type of crime does not rely on account hacking or breaches but instead induces victims to take action through social engineering methods. Once a transaction is on the blockchain, the funds are virtually unrecoverable.

From a technical architecture perspective, cryptocurrency ATMs serve merely as front-end terminals connecting to backend Cryptocurrency Application Servers (CAS), with all transactions completed through the operator's hybrid hot wallet for fund transfers. On-chain records only show transfers from the operator's wallet to the target address, without recording the depositor's identity, creating a "traceability gap" that poses significant challenges for law enforcement evidence collection.

The elderly group accounts for 86% of total losses, indicating that warning protections are negligible

The most shocking data from the report points to the extreme vulnerability of the elderly in these fraud cases. Data shows that in 2025, 86% of all losses from cryptocurrency ATM fraud in the U.S. came from individuals aged 60 and above; the Attorney General of Washington, D.C. noted in a lawsuit against U.S. ATM operator Athena Bitcoin that 93% of the deposits at local ATMs were related to fraud, with the median age of victims reaching 71 and the median loss per transaction amounting to $8,000.

The report outlines the current mainstream fraud types, with the core aim of inducing victims to experience strong emotional fluctuations and lose their rational judgment; isolating victims from potential helpers; and providing real-time guidance to complete the entire process of exchanging cash for cryptocurrency.

Classification of cryptocurrency ATM fraud methods

"When victims are in real-time communication with scammers, the warning alerts on the screen are completely ineffective." The report points out that current ATM-level protective measures are nearly futile. Scammers maintain real-time connections throughout the victim's cash withdrawal and ATM operation process, guiding them not only to avoid screen alerts but also to pre-design uniform responses to address inquiries from bank staff, effectively isolating external intervention.

AI technology is changing the fraud model

The report also indicates that AI technology is accelerating the upgrade of fraud methods, with AI-driven scams yielding about 4.5 times the profit of traditional methods in 2025. Criminal organizations are beginning to utilize AI voice cloning, deepfake videos, and automated scripts to implement more targeted social engineering attacks.

At the same time, to circumvent the transaction limit policies gradually implemented by regulatory agencies around the world, scam networks have also started adopting a "breaking it down" strategy, which induces numerous victims to conduct small transactions at different ATMs, thus maintaining the overall scale of criminal profits while evading regulatory scrutiny.

Industrialized operation of multinational criminal networks

The report reveals that cryptocurrency ATM fraud has evolved from isolated cases into a highly organized multinational criminal organization. Criminal organizations have adopted an industrialized operational model, establishing a detailed division of labor structure, including data collection, social engineering fraud, as well as money transfer and money laundering processes.

The efficiency of the money laundering process further amplifies the harm of this type of crime. In 2025, Southeast Asian money laundering networks processed about $16.1 billion in illegal cryptocurrency funds, accounting for 20% of the globally traceable illegal cryptocurrency ecosystem. These networks operate coordinately through Telegram, capable of completing large transaction settlements in just two minutes. Once victims deposit cash, the funds will be concealed and transferred multilaterally through mixing services, cross-chain bridges, and decentralized exchanges within minutes, often while the victims are still on the phone with the scammers, with the funds already beyond the regulatory traceability scope.

Transaction entry points become key prevention and control points

In response to the current threat landscape, the report concludes with systematic prevention and control recommendations, clearly identifying the only effective intervention point in the cryptocurrency ATM fraud chain as the transaction entry point at the CAS level—real-time screening and risk verification of target wallet addresses must be completed before transactions are recorded on the blockchain.

Meanwhile, the report suggests specific measures for consumers, operators, and law enforcement agencies: consumers should be wary of any unfamiliar calls requesting payment through cryptocurrency ATMs, operators need to implement tiered KYC, industry-wide information sharing, and pre-transaction risk verification, while law enforcement agencies should enhance blockchain analysis capabilities, promote unified legislation, and cross-border law enforcement cooperation.

"The $330 million loss reported for 2025 only reflects the tip of the iceberg of the actual harm." The report warns in its conclusion that with the proliferation of new methods, including deepfake AI, automated cross-chain money laundering, and "breaking it down" small transactions, the threat of cryptocurrency ATM fraud will continue to escalate. Only through a collaborative effort across technology, regulation, and law enforcement can the crime chain be severed within the increasingly narrow intervention window and protect the financial security of consumers, especially the elderly.

Report link: https://indd.adobe.com/view/bfb98f74-c308-4f0d-b9eb-c3bdb86e2785

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