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Deepfake case study · Audio

Sheriff Warns: Scammers Used AI to Fake a Daughter's…

A Boone County resident was targeted by an AI voice cloning scam where attackers spoofed their daughter's phone number and voice to simulate a kidnapping

Incident date
Jul 2026
Target
an unnamed resident of Boone County, Missouri
Updated Jul 19, 2026 · 1 min read

On July 17, 2026, an unnamed resident of Boone County, Missouri, was targeted by an extortion attempt using AI-generated voice cloning. The victim received a phone call appearing to come from their daughter's actual phone number, where they heard a voice mimicking hers claiming she had been kidnapped at gunpoint.

What happened

The scammers combined two distinct tactics to create a highly convincing extortion attempt. First, they utilized caller ID spoofing to display the daughter's legitimate phone number on the victim's screen, effectively bypassing the common safety habit of ignoring unknown callers. Second, they employed AI voice cloning software to simulate the daughter's voice in real time. The attackers had likely harvested a short audio clip of the daughter from a public source, such as social media, a video, or a voicemail greeting, to train the model.

During the call, after the initial voice simulation, a second individual joined the line to demand a ransom. The Boone County Sheriff's Office, which handled the case, confirmed that the daughter was never in danger and was located safely in Jefferson City, completely unaware of the incident. Law enforcement acted quickly to coordinate with other agencies to verify the daughter's safety. While no suspects have been identified or arrested, the sheriff's office noted that this was their first encounter with an AI-driven voice mimicry extortion attempt. Authorities are now advising the public to establish a personal verification question known only to family members and to attempt to contact the relative through a separate, independent channel if they receive an alarming call.

Sources