Function
Deepfakes: You’re Detecting Fraud After It’s Already Authorized
Deepfake-enabled fraud occurs outside what today’s fraud controls are trained to identify. Attacks happen before transactions occur, before detection models see the data, and before rules engines can intervene.
This is not a technology failure. It is a control design failure. Fraud programs were built on the assumption that voice and video provide reliable identity verification.
This is not a technology failure. It is a control design failure. Fraud programs were built on the assumption that voice and video provide reliable identity verification.
Download the Chief Risk and Fraud Officers guide now
Deepfake Fraud Losses Are Escalating
10%
Of banks have experienced deepfake vishing losses exceeding $1 million.
Source: Industry Report
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30%
Of enterprises experienced deepfake video used against face biometrics in the prior 12 months.
Source: Gartner 2025
$25M
Single incident loss after a finance director was tricked by deepfaked executives on video.
Source: Industry Analysis
What Chief Risk and Fraud Officers Need to Know
AI-generated voice and video are being used to socially engineer customers, employees, and executives during live interactions — before fraud controls activate.
When identity is assumed during a phone call or video conference, fraud controls activate too late — after authorization has been granted and money has moved.
What Prepared Fraud Programs Are Doing
- Implement step-up verification using channels separate from the initial contact for high-risk transactions
- Deploy behavioral and contextual models that flag anomalies beyond request content
- Train call center agents on verification protocols beyond voice recognition and KBA
- Invest in real-time voice and video analysis tools that identify synthetic media indicators
- Require dual approval or out-of-band confirmation for large transfers and account changes
Treat deepfake-enabled fraud as a systematic control gap. Fraud programs that rely solely on post-authorization detection will continue to experience preventable losses.
Learn more by downloading our detailed guide here
Download the Chief Risk and Fraud Officers guide now
