Taiwan’s Ministry of Finance has directed eight state-run banks to expand AI-powered facial recognition across their ATM networks, targeting a fraud tactic in which money mules wear helmets, face masks, or dark glasses to evade identification while withdrawing cash from compromised accounts.
The eight banks are Bank of Taiwan, Land Bank of Taiwan, Hua Nan Commercial Bank, Taiwan Cooperative Bank, First Commercial Bank, Chang Hwa Commercial Bank, Mega International Commercial Bank, and Taiwan Business Bank. Together they operate more than 5,000 ATMs, of which roughly 1 to 2 percent currently have facial recognition installed. The Ministry of Finance wants that figure to reach 20 percent by the end of 2026.
Under the new requirements, ATMs will display a warning and require customers to show their faces before a transaction can proceed if covering headwear or eyewear is detected. Machines will also prompt users to end phone calls during transfers, as talking on the phone while moving money is a recognized marker of social engineering fraud. The system is designed to raise friction for fraudsters without disrupting legitimate users.
The Ministry of Finance and the Financial Supervisory Commission have been examining ATM facial recognition as a fraud countermeasure since 2025. Investigators identified more than 117,000 ATM fraud hotspot locations across the country between July 2024 and January 2025, providing the statistical basis for the mandate.
Taiwan has been layering biometric verification into financial infrastructure across multiple channels. An earlier pilot in a Taiwan city tested AI facial recognition at ATMs as a local fraud-fighting measure, and Taiwan’s digital certificate wallet initiative has been building out a national identity infrastructure that financial institutions can draw on. The ATM mandate extends that investment into physical cash distribution points, where fraudsters have historically been harder to track.
Sources: Taipei Times
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By Ali Nassar-Smith
