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

The report points out that with the continuous growth in the number of cryptocurrency ATM devices worldwide, as well as criminal organizations increasingly utilizing social engineering and AI technologies to upgrade their fraudulent tactics, this criminal model has evolved from sporadic individual cases to a highly organized transnational fraud industry.

Total losses from cryptocurrency ATM fraud

Cryptocurrency ATMs Become a "Fast Track" for Fraudulent Fund Transfers

Cryptocurrency ATM fraud refers to a scheme where fraudsters induce victims through phone calls, text messages, or online social means to withdraw cash and deposit it into cryptocurrency ATMs, which is then converted into digital assets and transferred to wallets controlled by the fraudsters.

Currently, there are about 45,000 cryptocurrency ATMs globally, with 78% located in the United States. Users can typically exchange cash for cryptocurrency and transfer it within five minutes, which makes it an ideal channel for criminal groups to move funds.

Unlike traditional cryptocurrency attacks, this type of crime does not rely on account intrusions or hacker attacks but instead uses social engineering to induce victims to act voluntarily. Once a transaction is on the blockchain, the funds are nearly impossible to recover.

From a technical architecture perspective, cryptocurrency ATMs serve only as front-end terminals connected to backend cryptocurrency application servers (CAS), with all transactions completing fund transfers through the operator's hybrid hot wallet. On-chain records only show the transfer 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.

The Elderly Account for 86% of Total Losses, Warning of Ineffective Protections

The most alarming data in the report highlights the extreme vulnerability of elderly individuals in this type of fraud. Data shows that in 2025, 86% of all losses from cryptocurrency ATM fraud in the United States came from individuals aged 60 and older; the lawsuit from the District of Columbia's Attorney General against U.S. ATM operator Athena Bitcoin indicated that 93% of deposits at local ATMs were related to fraudulent activities, with a median age of 71 for victims and a median loss of $8,000 per transaction.

The report outlines the current mainstream types of fraud, with the core objective of causing victims to experience intense emotional swings, leading to a loss of rational judgment; isolating victims from potential helpers; and providing real-time guidance to complete the entire cash-to-cryptocurrency exchange process.

Classification of cryptocurrency ATM fraud tactics

"When victims are on a real-time call with fraudsters, the warning alerts on the screen have no preventative effect," the report states, noting that current protective measures at the ATM level are essentially ineffective. Fraudsters maintain real-time connections throughout the victim's cash withdrawal and ATM operation process, not only guiding them to avoid screen warnings but also pre-designing uniform responses that lead victims to respond to bank staff inquiries with reasons such as home renovations or family emergencies, effectively shutting out external intervention.

AI Technology is Changing Fraud Models

The report also points out that AI technology is accelerating the upgrade of fraudulent tactics, with AI-driven scams projected to be about 4.5 times more profitable than traditional methods by 2025. Criminal organizations are beginning to use AI voice cloning, deepfake videos, and automated scripts to implement more targeted social engineering attacks.

Meanwhile, to evade the gradually introduced transaction limit policies by regulatory agencies, fraud networks have begun to employ a "breaking down into smaller parts" strategy, inducing numerous victims to conduct small transactions across different ATMs, thereby maintaining the overall scale of criminal profits while avoiding regulatory scrutiny.

Industrialized Operations of Transnational Crime Networks

The report reveals that cryptocurrency ATM fraud has evolved from sporadic individual cases into highly organized transnational criminal organizations. These organizations adopt an industrialized operational model, constructing a detailed division of labor that includes data collection, social engineering scams, as well as fund transfer and money laundering processes.

The efficiency of the money laundering processes further amplifies the harm of such crimes. In 2025, Southeast Asian money laundering networks handled approximately $16.1 billion of illicit cryptocurrency funds, accounting for 20% of the globally traceable illicit cryptocurrency ecosystem. These networks coordinate operations via Telegram and can complete large transaction settlements within two minutes. After victims deposit cash, the funds will circulatively pass through mixing services, cross-chain bridges, and decentralized exchanges within minutes, often while the victims are still on the phone with the fraudsters, thus escaping the regulatory framework's traceability.

Transaction Interfaces Become Key Control Points

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

The report also outlines specific measures for consumers, operators, and law enforcement: consumers should be cautious of any unfamiliar calls that request payment via cryptocurrency ATMs; operators should implement tiered KYC, industry-wide intelligence sharing, and pre-transaction risk verification; law enforcement should strengthen blockchain analysis capabilities, promote unified legislation, and enhance cross-border law enforcement collaboration.

"The $330 million loss reported in 2025 only reflects the tip of the iceberg of the actual harm," the report warns in conclusion, stating that with the proliferation of new tactics such as AI-generated deepfakes, automated cross-chain money laundering, and "breaking down into smaller parts" small transactions, the threat of cryptocurrency ATM fraud will continue to escalate. Only through a coordinated effort among technology, regulation, and law enforcement can the crime chain be cut off and the financial security of consumers, especially the elderly, be protected.

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

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