Deepfake CFO scams: a payment-verification protocol

The 2024 Arup loss happened without a single system being breached. The defense is a written rule that no voice, face or message authorizes a payment on its own, backed by callbacks and dual release.

Engraving of a suited ventriloquist's dummy in profile before a blank screen, a hand behind it, wearing a magenta tie.
The voice is not the person.

A video call full of colleagues

In early 2024, a finance employee in the Hong Kong office of Arup, the British engineering firm, received a message that appeared to come from the company's UK-based chief financial officer about a confidential transaction. He was suspicious at first and thought it might be phishing. Then he joined a video call on which the CFO and several colleagues he recognized appeared to be present. They were deepfakes. He went on to make 15 transfers totaling HK$200 million, about US$25.6 million, to five bank accounts in Hong Kong. The fraud came to light when he checked with the company's headquarters.

Arup confirmed in May 2024 that it was the company involved and that it had notified Hong Kong police in January. It told CNN that "fake voices and images were used." In a statement reported by Dezeen, it said that "none of our internal systems were compromised."

Nothing was breached at Arup

That last sentence is the lesson. No firewall failed and no password leaked. What failed was a process that accepted a face and a voice as proof of authority. Every finance team has that process, written or not, and generative AI has made faces and voices cheap to imitate.

The defense, then, is not better detection. Spotting a good deepfake on a live call is unreliable, and asking a clerk to judge one puts the decision on the person under the most pressure. The defense is a rule that makes the question irrelevant: no voice, face or message authorizes a payment by itself, however senior it appears.

What FinCEN and the FBI say

FinCEN's alert FIN-2024-Alert004, issued November 13, 2024, is addressed to banks and other financial institutions and deals mainly with deepfake identity documents used to open accounts. It also notes that criminals have reportedly used generative AI to impersonate an executive or other trusted employee and instruct victims to send large sums to accounts the scammers control, and it cites press coverage of the Hong Kong case. Two of its points carry over to an AP desk. It lists multifactor authentication and live verification checks among useful practices. And it treats a counterpart who tries to change communication methods during a verification, citing technical glitches, as a red flag.

The FBI's public service announcement of December 3, 2024 (I-120324-PSA) warns that criminals generate video for real-time chats with alleged company executives. It advises verifying a caller by hanging up, researching the organization's contact details yourself and calling that number directly. It also recommends a secret word or phrase among family members. The same idea works inside a company.

The numbers are still modest. In the AFP's 2026 Payments Fraud and Control Survey, 7% of organizations that experienced payments fraud in 2025 reported a deepfake attempt. The FBI's 2025 IC3 report records more than $30 million in reported business email compromise losses involving AI in 2025, and its definition of business email compromise covers compromised phone numbers and virtual meeting applications as well as email.

Treat voice and video as untrusted

Divide channels into two groups and write the groups into policy.

Untrusted for authorization: email, text, chat and collaboration apps, voicemail, inbound phone calls and video calls, including calls where every face is familiar. A request that arrives on any of these is a request, nothing more.

Trusted for authorization: the approval workflow in your ERP or AP system, dual release in the bank portal, and an outbound call that you place to a number taken from your own records.

The test is who chose the channel. If the requester chose it, it is untrusted.

The protocol accounts payable can adopt

Adapt the thresholds to your payment sizes. Keep the structure.

1. Scope

The protocol applies to any request to make a payment, change payment details, release a payment early or skip a step, from anyone inside or outside the company, including the CEO and the CFO.

2. The callback rule

Before acting on any request in tier 2 or tier 3 below, the person processing it places an outbound call using the number in the internal directory or the vendor master. Never use a number from the message, an email signature or caller ID. Record the number called, the time, the person reached and what they confirmed. In the AFP survey, 94% of organizations verified transfer requests by calling an authorized contact at a number from official records, and 63% of those rated the practice very effective. It works when it is done exactly. It fails when someone calls the number in the email.

3. Code phrases

Each executive who may request payments outside the normal workflow holds a code phrase, agreed in person, stored offline and changed every quarter. The verifier asks for it during the callback. It is never written in email or chat and never given on an inbound call. A code phrase adds to the callback and never replaces it. Only 42% of organizations in the AFP survey used passcodes known only to both parties to a wire, though 52% of those rated them very effective.

4. Dual release tiers

TierApplies toVerificationRelease in the bank
1Up to $10,000 to an existing payee with unchanged details, inside the normal workflowWorkflow approvalTwo people: one builds, one releases
2$10,000 to $100,000, or any new payeeCallback to a number on fileTwo releasers, neither of them the requester
3Above $100,000, any international wire, or any request that is urgent, confidential or outside the workflowCallback and code phraseTwo releasers, one an officer not named in the request; release the next business day unless two officers confirm

5. Escalation triggers

Any one of these moves a request to tier 3, whatever the amount: secrecy, urgency, a request to keep colleagues out of the loop, a request to switch channels, a convenient technical problem with audio or video, a new bank account, or an account in a new country.

6. Authority to pause

Every person in AP has written authority to pause any payment pending verification, without penalty. The CEO and the CFO sign the protocol to confirm they will never ask anyone to skip it. A clerk who delays a genuine executive request for an hour is doing the job.

7. If money has moved

Call the bank's fraud line at once and ask for a recall, then file a complaint at ic3.gov with full transaction details. The FBI's guidance is that time is of the essence. Preserve the messages, call logs and meeting invitations.

Practice before it is real

Drill the protocol twice a year with a simulated request from a senior name, ideally by voice. Measure two things: whether the callback went to the right number and whether anyone asked for the code phrase. Review every exception, including genuine urgent requests, because those are the ones that teach people to skip steps. Drills built on your own approval chain and payment sizes teach more than generic awareness content, which is how payment-fraud drills in a training program are designed.

Where to start

Write the two channel lists and the tier table this week, and have the CEO and the CFO sign the protocol before anything else changes. Then check that your bank portal enforces dual release at the tiers you chose. Requests to change a vendor's bank details follow the same logic, and five controls for vendor bank-change fraud sets out that workflow. To review the payment chain, bank settings and drills together, see payment fraud defense.

Sources

  1. FinCEN Issues Alert on Fraud Schemes Involving Deepfake Media Targeting Financial Institutions, Financial Crimes Enforcement Network (FinCEN), November 13, 2024
  2. FinCEN Alert on Fraud Schemes Involving Deepfake Media Targeting Financial Institutions (FIN-2024-Alert004), Financial Crimes Enforcement Network (FinCEN), November 13, 2024
  3. British engineering giant Arup revealed as $25 million deepfake scam victim, CNN (syndicated by ABC 17 News), May 16, 2024
  4. Arup victim of multimillion-dollar deepfake video scam in Hong Kong, Dezeen, May 17, 2024
  5. Criminals Use Generative Artificial Intelligence to Facilitate Financial Fraud (I-120324-PSA), FBI Internet Crime Complaint Center (IC3), December 3, 2024
  6. 2026 AFP Payments Fraud and Control Survey Report: Key Highlights, Association for Financial Professionals (AFP), underwritten by Truist, April 2026
  7. 2025 IC3 Annual Report, Federal Bureau of Investigation, Internet Crime Complaint Center, April 2026

This article is general information, not legal, tax or accounting advice. Statuses are as of November 3, 2026.

Read alongside this article

  • Payment Fraud Defense

    A six-to-eight-week project that redesigns how payment instructions are verified and released, cleans the vendor master, configures bank controls and drills your team against realistic attacks.

  • Training Programs

    Half-day sessions to six-week cohorts for managers, staff and boards, built on your policies, your approval limits and anonymized examples from your own ledger.

  • Financial Policies & Procedures

    A six-to-twelve-week project that writes or rewrites your financial policies and procedures around how your systems and people work, checks them against the ledger and gives every document an owner.

Want a second pair of eyes on this?

If this article describes something you are dealing with, a scoping call costs nothing. Tell us what you are seeing and who needs to be convinced.

Writehello@financeethics.com
Call(307) 365-5252
Office7124 Commons Dr, Cheyenne, WY 82009
HoursMonday to Friday, 9:00 to 17:00 Mountain Time