CertiK Releases Cryptocurrency ATM Fraud Report: Losses Reach $330 Million, AI Scams and Cross-Border Money Laundering Emerge as Major Threats

The report points out that as the global number of 加密currency ATM devices continues to grow and criminal organizations increasingly leverage social engineering and AI technology to upgrade their fraudulent methods, this criminal pattern has evolved from isolated cases into a highly organized, transnational fraud industry.

Total Losses from Cryptocurrency ATM Fraud

Cryptocurrency ATMs Become a “Fast Lane” for Fraudulent Fund Transfers

Cryptocurrency ATM fraud refers to scammers using phone calls, text messages, or online social engineering to induce victims to withdraw cash, deposit the funds into a cryptocurrency ATM, which are then converted into digital assets and transferred to wallet addresses controlled by the scammers.

There are currently about 45,000 cryptocurrency ATMs globally, with 78% located in the United States. Users can typically complete the cash-to-crypto conversion and transfer within 5 minutes, a feature that makes them an ideal channel for criminal groups to move funds.

Unlike traditional cryptocurrency attacks, this type of crime does not rely on account intrusion or hacking. Instead, it uses social engineering to trick victims into performing the operations themselves. Once a transaction is on-chain, the funds are almost impossible to recover.

From a technical architecture perspective, cryptocurrency ATMs act merely as front-end terminals connecting to a back-end crypto application server (CAS). All transactions are completed through the operator’s pooled 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 information. This structure creates a “traceability gap,” posing significant challenges for law enforcement and evidence collection.

Senior Citizens Account for 86% of Total Losses, Warning Protections Are Ineffective

The most alarming data in the report points to the extreme vulnerability of the elderly in this type of fraud. Data shows that 86% of all cryptocurrency ATM fraud losses in the US in 2025 came from people aged 60 and above. A lawsuit filed by the Attorney General of Washington D.C. against US ATM operator Athena Bitcoin noted that 93% of deposits at the company’s local ATMs were linked to fraudulent crimes, with the median victim age being 71 and the median loss per transaction reaching $8,000.

The report outlines the current mainstream fraud types, whose core goals are to induce strong emotional distress in victims, impairing their rational judgment; isolate victims from potential helpers; and 指导 them in real-time through the entire process of converting cash to cryptocurrency.

Classification of Cryptocurrency ATM Fraud Methods

“When a victim is on a live call with a scammer, warning messages on the screen simply cannot serve as an effective deterrent,” the report states, noting that current protective measures at the ATM level are largely ineffective. Scammers maintain real-time communication with victims throughout the entire process of withdrawing cash and operating the ATM. They not only guide victims to bypass on-screen warnings but also prepare unified scripts in advance, coaching victims to use excuses like home renovations or family emergencies to answer inquiries from bank staff, thereby completely cutting off external intervention.

AI Technology is Changing Fraud Patterns

The report also notes that AI technology is accelerating the evolution of fraudulent methods. In 2025, AI-driven scams were approximately 4.5 times more profitable than traditional methods. Criminal organizations are beginning to use AI voice cloning, deepfake videos, and automated scripts to carry out more targeted social engineering attacks.

Meanwhile, to circumvent transaction limit policies gradually being introduced by regulators in various regions, fraud networks have also adopted a “smurfing” strategy. This involves inducing a large number of victims to make small transactions across different ATMs, thereby maintaining the overall scale of criminal profits while avoiding regulatory scrutiny.

Industrialized Operations of Transnational Criminal Networks

The report reveals that cryptocurrency ATM fraud has evolved from isolated cases into highly organized transnational criminal organizations. These organizations operate with an industrialized model, establishing a detailed division of labor structure that includes data collection, social engineering fraud, fund transfer, and money laundering, among other stages.

The increased efficiency of the money laundering stage further amplifies the harm caused by this crime. In 2025, Southeast Asian money laundering networks processed approximately $16.1 billion in illicit cryptocurrency flows, accounting for 20% of the globally traceable illicit cryptocurrency ecosystem. These networks coordinate via Telegram and can settle large transactions within two minutes. After victims deposit cash, the funds can be layered and obfuscated through mixing services, cross-chain bridges, and decentralized exchanges within minutes. Often, before the victim has even hung up the scam call, the funds are already beyond the traceable reach of regulatory systems.

Transaction Entry Point Becomes Key Control Point

In response to the current threat landscape, the report concludes with systematic prevention and control recommendations. It identifies 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 a transaction is settled on-chain.

Simultaneously, the report proposes specific measures for consumers, operators, and law enforcement: consumers must be wary of any unsolicited calls demanding payment via cryptocurrency ATMs; operators need to implement tiered KYC, industry-wide intelligence sharing, and pre-transaction risk verification; law enforcement agencies should enhance blockchain analytics capabilities and promote unified legislation and cross-border law enforcement cooperation.

“The $330 million in reported losses for 2025 reflects only the tip of the iceberg of the actual harm,” the report warns in its conclusion. As new methods like AI deepfakes, automated cross-chain money laundering, and “smurfing” via small transactions become more prevalent, the threat from cryptocurrency ATM fraud will continue to escalate. Only through coordinated efforts across technology, regulation, and law enforcement can the criminal chain be severed within the shrinking intervention window, protecting the financial assets of consumers, especially the elderly.

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

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