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A familiar voice is not proof of identity: scammers can use a short audio sample to imitate a loved one, a boss, or another trusted person. If a call or message demands urgent payment or account access, pause and verify through a phone number or contact route you already know—not one supplied by the caller.
How AI voice scams work
Voice-cloning software can make a call sound like someone the target knows. Scammers may pair the imitation with an emergency story, emotional pressure, a demand for secrecy, or a request for payment that may be difficult to reverse. The Federal Trade Commission (FTC) advises asking whether there is really an emergency and whether the person calling is really your family member or friend. A convincing voice alone cannot answer those questions. The FTC explains how harmful voice cloning can be used, and its guide to fake emergency scams describes the pressure tactics involved.
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AI can be part of a larger impersonation attempt
In a May 2025 alert, the FBI described a malicious messaging campaign in which actors used texts and AI-generated voice messages that appeared to come from senior U.S. officials. The messages sought to establish trust and then obtain access to personal accounts, including by directing targets through a malicious link to a separate messaging platform. The FBI also warned that compromised contacts could be used to approach other people for information or money. This is one documented campaign, not a template that every AI impersonation scam follows. Read the FBI alert on the campaign.
What to do when a call or message feels urgent
- Pause before acting. Do not send money, reveal personal information, click a link, or install an app just because a caller claims there is an emergency. End the call or say you will call back.
- Verify through a known route. Call the person using a number already saved or otherwise independently known to be theirs. If they do not answer, contact another trusted family member or friend. Do not rely on caller ID, the voice, or contact details in the suspicious message.
- Check identities and links independently. Before responding or moving to a new messaging app, confirm the person, organization, phone number, address, and URL using contact information you obtained separately. The FBI warns that subtle changes in names and contact details can mislead targets.
- Protect account access. Enable multifactor authentication where available. Never give a one-time authentication code to someone who contacted you. Do not download a file or install an app at an unverified caller’s request.
- Agree on a family phrase. The FBI recommends setting a secret word or phrase with family members to help verify identities. Use it as one check alongside a callback; it is not a reason to skip scrutiny of a money request.
Why visual and audio clues are not a reliable test
Odd-looking details in a video may raise suspicion, but they do not reliably establish whether media is fake or genuine. The FBI cautions that AI-generated content can be difficult to identify and cloned voices may sound nearly identical to real ones. A realistic recording can still be part of a scam, while an unusual artifact by itself does not prove fraud. Check the identity and the circumstances through a separate, trusted channel instead.
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What detection tools can—and cannot—tell you
Detection and authentication approaches are developing, but no single tool can guarantee that a voice or recording is genuine. The FTC’s 2024 Voice Cloning Challenge recognized proposals involving synthetic-voice detection, watermarking, human-origin authentication, and real-time detection. Those were challenge submissions and technical approaches—not a blanket endorsement of a consumer product or proof that a particular tool is available to the public. The FTC describes the challenge and its winners.
FTC staff groups possible interventions by when they act: before media reaches a consumer, during a call or audio stream, or after content already exists. Each has limits. Watermarks may be removed or altered; detection methods can produce false positives; and signals may become harder to identify as voice-cloning technology improves. The FTC says there is no single solution and that further innovation and testing are needed. These technologies can provide context, but they should not replace identity checks. See the FTC’s discussion of approaches and limitations.
What reported-loss figures do—and do not—show
Agency figures illustrate the scale of reported fraud, but they measure different categories and should not be read as totals for deepfake scams:
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One free scan finds every outdated or missing driver and matches the right update for your exact hardware.Free scan · exact hardware match- The FBI Internet Crime Complaint Center’s 2025 annual report recorded 22,364 complaints reporting AI-related matters and adjusted losses exceeding $893 million. This broad AI-related category is not a count of deepfake scams alone. The report also gives narrower category figures, including more than $30 million in business email compromise losses involving AI, more than $19 million lost to confidence or romance scams with a likely AI nexus, and more than $5 million in claimed distress-scam losses in 2025. Consult the FBI IC3 2025 Annual Report.
- The FTC reported $2.95 billion in consumer losses to business and government impersonation scams in 2024. That figure covers impersonation scams generally; it does not establish what proportion involved AI or deepfakes. The FTC’s 2025 release summarizes its impersonation-scam actions and figures.
If you already sent money or shared access
Act as soon as possible. Contact the payment provider or financial institution involved and ask what steps are available for that specific payment method; recovery is not guaranteed. If you shared a password, change it and secure the affected account. If you gave a one-time code or approved an account-access request, contact the account provider through its official, independently located support channel.
Report suspected fraud at ReportFraud.ftc.gov, linked from the FTC’s voice-cloning guidance, and contact your state attorney general. The FTC recommends reporting promptly and provides further guidance for people who paid a fake-emergency scammer.
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