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The FBI says criminals are cloning a relative’s voice from a few seconds of audio

The FBI is warning families that criminals no longer need a real recording of a loved one’s voice to stage a convincing emergency call. Using only a few seconds of audio pulled from a social media video, a voicemail greeting or another online clip, scammers can generate a synthetic voice close enough to fool a parent, spouse or child into believing someone they love is in danger. The bureau has flagged the tactic, often called vocal cloning, as one of the fastest-growing forms of AI-enabled fraud reaching American households.

The warning is not hypothetical. Families across the country have already lost money to calls built entirely around a cloned voice, and the bureau’s own fraud-reporting data shows the losses tied to artificial intelligence are now counted in the hundreds of millions of dollars a year.

The FBI’s Advisory on AI-Generated Vocal Cloning

The FBI’s Internet Crime Complaint Center, known as IC3, issued a public service announcement describing how criminals exploit generative artificial intelligence to commit fraud, with a specific section devoted to AI-generated audio. The advisory states that criminals generate short audio clips containing a loved one’s voice to impersonate a close relative in a crisis, asking for immediate financial assistance or demanding a ransom, and that some criminals have used cloned audio to gain access to victims’ bank accounts by impersonating them directly.

How the Calls Are Designed to Trigger Panic

The scam typically opens with a frantic phone call that appears to come from a family member. The caller, or the cloned voice itself, claims to have been kidnapped, arrested or involved in an accident, and pressures whoever answers to send money immediately, before there is time to check whether the story is even true. That manufactured urgency, more than the audio quality itself, is what officials say makes the scheme effective: victims are frightened into acting before they stop to verify anything.

A Houston Mother’s $5,000 Loss to a Fake Kidnapping Call

The pattern played out for Deborah Del Mastro, who told Houston television station KPRC that she received a call from a man claiming he had kidnapped her daughter and was demanding $20,000 for her release. The call became more convincing when she heard what sounded exactly like her daughter’s voice pleading for help. Believing her daughter was truly in danger, Del Mastro sent the callers $5,000 before realizing she had been targeted by a scam. The money was never recovered.

Losses Tied to AI Fraud Topped $893 Million in a Single Year

The FBI says Americans lost more than $893 million to AI-related scams last year, a figure that spans voice cloning along with the other categories of generative-AI fraud the bureau has documented, including fabricated identification documents, AI-generated images used in romance and investment schemes, and synthetic video used to impersonate executives or officials. The bureau describes the losses as part of a broader shift in which generative AI lets criminals reach more victims with more convincing material in less time than traditional scams required.

Warning Signs the FBI Wants Families to Recognize

The bureau’s advisory places vocal cloning inside a broader set of tactics it has tracked as criminals adopt generative artificial intelligence. The same advisory describes criminals using AI-generated text to run more convincing romance and investment schemes, AI-generated images to fabricate identification documents or fake law-enforcement credentials, and AI-generated video to stage real-time calls impersonating company executives or authority figures. The bureau’s point is that generative tools lower the effort criminals need to expend across all of these schemes at once, not just in the voice calls families are most likely to encounter.

Consumer-protection officials point to several signals that a call is not what it claims to be: unusual pauses or fluctuations in a supposedly familiar voice, pressure to act immediately without independently verifying what happened, and requests to send money through wire transfers, payment apps, gift cards or cryptocurrency, all methods that are difficult to trace or reverse once the money has moved.

What the Advisory Tells People to Do Before Sending Money

The FBI’s guidance centers on verification before payment. It recommends that families agree in advance on a secret word or phrase a real relative could use to prove their identity during an emergency, and that anyone receiving a distress call hang up and independently contact the family member using a phone number they already know, rather than one provided by the caller. The bureau also advises against sending money, gift cards or cryptocurrency to anyone met only online or by phone, and it asks anyone who believes they have been targeted or victimized to file a report with the Internet Crime Complaint Center. For anyone filing a report, the advisory asks for identifying details about the caller such as a name, phone number or email address if known, along with specifics of any financial transaction, including the date, payment type, amount, account numbers involved, and the name and address of the receiving financial institution or cryptocurrency address. The bureau also asks people to describe how contact was first made, what the caller demanded, and how they were instructed to send payment, details that help investigators connect individual reports into broader patterns.

This article was produced with the assistance of AI and reviewed by Morning Overview editors prior to publication.


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