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Crime·P Space·Evidence-backed problem·Published 2026-07-20

AI-driven financial fraud: key risks and legal protections for financial institutions

Abstract Artificial intelligence (AI) has become integral to financial institutions operations. Implementing AI allowed significant improvement in service quality and enabled innovative customer solutions. At the same time, with all the advantages and positive aspects of using AI, it also creates additional risks, depending on who and for what it is used. In the hands of fraudsters, AI becomes a tool with which financial institutions and their clients are causing significant damage, and not only financial. At th…

TRV-2026-0396Peer-reviewedPermanent record — cite & verify
AI-driven financial fraud: key risks and legal protections for financial institutions

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The quick read

A January 2026 peer-reviewed article in Journal of Banking Regulation examines AI-driven financial fraud, noting AI is integral to bank operations while also being used by fraudsters to inflict significant damage on institutions and clients.

The focus on legal risks matters because existing UK and EU rules, especially the UK principles-based approach, show inconsistencies in accountability and redress, leaving banks and customers exposed until more transparent risk management and updated remedies are developed.

Main points
  • AI is integral to financial institution operations for service quality and customer solutions.
  • Fraudsters use AI as a tool to cause significant damage to institutions and clients.
  • Article examines UK and EU legal frameworks including data protection and financial services regulation.
  • Analysis finds inconsistencies and challenges in current legal approach, especially UK principles-based framework.
Problem

Fraudsters using AI to commit financial fraud cause significant damage to financial institutions and their clients.

The rundown

The peer-reviewed article reviews how AI is used to commit fraud and evaluates redress mechanisms for clients and institutions.

It analyzes UK and EU frameworks governing AI and financial fraud, including data protection and financial services regulation, noting the literature has focused on technical and financial sides with insufficient legal attention.

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