

Deepfakes & Voice Cloning: How to Spot AI Imposter Scams Before They Cost You
Generative-AI tools that once took Hollywood budgets now live in free-to-download apps. With just ten seconds of audio, criminals can clone a loved one’s voice. With a handful of photos found on social media, they can even build a convincing video of your CEO ordering an urgent wire. The FBI has already warned that AI-generated images and voices are fueling a new wave of imposter scams [1].
Below, we unpack how these scams work, real-world cases making headlines, and the steps you can take today to stay safe.

What Are Deepfakes and Voice Clones?
Deepfake video
Plain-English Definition
AI stitches existing images or clips into a new video of someone doing or saying things they never did.
Why It’s Dangerous
Visual “proof” is hard to doubt—especially when you’re rushed.
Voice cloning
Plain-English Definition
Software analyzes speech patterns to generate new audio that sounds identical to the original speaker.
Why It’s Dangerous
A panicked call that sounds like your child can trigger instant action.

How Scammers Are Using AI-Generated Media Today
“Family-emergency” calls
How Deepfake Is Used
Cloned audio of a grandchild begs for bail or ransom money.
Confirmed Example
Suffolk County, NY seniors lost thousands to AI voice scams in 2025 [3].
Executive wire fraud
How Deepfake Is Used
Fake video/voice of a CFO instructs staff to wire funds.
Confirmed Example
UK engineering firm, Arup, lost $25 million after a deep-fake video call in February 2024 [5].
Five Red Flags You’ll Hear or See
1. Urgent or fear-based language – “Act now or your account will be seized.”
2. Request for fast, irreversible payment – gift cards, wires, crypto
3. Switch to an odd channel – personal Gmail, WhatsApp, Telegram
4. Glitches or lip-sync issues – slight delay, robotic tone, blurred edges
5. Refusal to verify identity – caller dodges a question only the real person would know

Simple Ways to Protect Yourself
- Use a family pass-phrase—ask for it on any emergency call.
- Hang up and call back on a known number (from your contacts, not caller-ID).
- Lock down social profiles. Less public audio/video = fewer raw materials for cloners.
- Enable two-factor authentication on every banking and email account.
- Turn on real-time debit/credit alerts in the Country Bank Mobile Banking so you see every withdrawal the moment it happens.

If You Think You’ve Been Targeted
- Cut contact immediately.
- Call your closest Banking Center and explain what happened.
- Report the incident to the FTC at ReportFraud.ftc.gov and to local law enforcement.
- Save evidence—screenshots, recordings, email headers, phone numbers can help investigators.
Bottom Line
AI hasn’t reinvented fraud—it’s just sped it up. Slow down, verify every “urgent” request, and keep personal data off public channels. Small habits beat high-tech scams every time.
Need help tightening your account protections? Visit any Country Bank banking center or call us today.
References
- FBI warning on AI voice-cloning scams, Malwarebytes Labs, May 2025.
- “It takes a few dollars and 8 minutes to create a deepfake”, NPR, Apr 2024.
- Long Island officials warn of AI grandchild scams, New York Post, May 23 2025.
- Kidnapping hoax used teen’s cloned voice, ABC-7 Arizona, Apr 2023.
- Deepfake CFO tricks firm into $25 million transfer, Fortune, May 17 2024.
- CrowdStrike Global Threat Report cites 442 % rise in vishing (voice phishing) 2024, IBM Security Insight, Apr 2025.
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