Fed Report Warns of Rising Bank Fraud as Lenders Bolster AI Detection

Payment fraud has long forced banks to balance transaction convenience against account security. A Javelin Strategy & Research survey found that about 70% of respondents viewed declined payments as a necessary measure to protect their accounts, suggesting consumers have become more tolerant of friction caused by banks' fraud-prevention procedures.

The latest risks stem from technologies including agentic AI. Automated agents can accelerate identity fabrication, manipulate transactions and repeatedly probe defenses, making fraud harder to detect. Available information provides only the roughly 70% sentiment reading, with no specific loss figures, bank case studies or exact report publication date, leaving the overall financial impact impossible to quantify.

Fintech company IntraFi has long tracked operational and risk issues across the banking industry. As financial services become increasingly digital, banks face risks from an economic downturn, deteriorating credit quality and pressure on profits while also working to prevent data breaches, account takeovers and payment fraud. Cybersecurity and recession therefore rank among bank executives’ core concerns.

IntraFi’s latest survey found that cyber risks and recession have become bank executives’ leading concerns. The report specifically warned that AI can help fraudsters mass-produce convincing messages and rapidly adapt their attack methods, further widening the resource imbalance between attackers and defenders. The available reporting did not disclose the survey’s release date, number of respondents or associated losses.

Although check usage continues to decline in the United States, check fraud remains a major area of financial crime. Visa said check fraud accounted for 30% of U.S. fraud losses in 2024. More significantly, the methods used in such crimes are crossing from paper to digital channels, threatening faster-payment systems and banks’ risk controls.

Visa recently warned that anomalies involving accounts, identities and transactions linked to check fraud have spread to faster digital payments. The company is deploying AI-powered image forensics and behavioral analysis to help banks identify altered checks and suspicious cross-channel transactions. The report did not disclose the actual amount lost or the date when the system became operational.

Financial fraud has expanded beyond account takeovers into cross-channel social engineering conducted through social media platforms, messaging services and fake websites. Once funds enter real-time payment systems, banks have less time to intercept and recover them. The FBI's Internet Crime Complaint Center received 859,532 complaints in 2024, with reported losses exceeding $16.6 billion, up 33% from 2023, underscoring the limits of relying on financial institutions alone to stop fraud.

The U.S. House Financial Services Committee's Subcommittee on Financial Institutions held a hearing on March 5, 2026. Patrick McDade, representing EverBank, said banks had deployed AI, behavioral biometrics and real-time monitoring, but fraud was still evolving faster than their defenses. Participants called for data sharing among the financial, technology and telecommunications industries, clearer regulation, and a review of proposed legislation including the TRACE Act.