Deepfake Video Call Scams: How Scammers Use AI to Impersonate Authority Figures

The Corporate Cases

In the corporate environment, scammers have adapted traditional Business Email Compromise (BEC) tactics to exploit virtual meeting platforms. According to the FBI's Internet Crime Complaint Center (IC3), criminals compromise the email accounts of high-level executives, such as a CEO or CFO, and invite employees to join a virtual meeting (IC3, 2022).

During these video calls, the scammer may display a still picture of the executive and use cloned or "deepfake" audio, claiming that their video feed or microphone is malfunctioning. Under this pretense, they instruct the employee to initiate unauthorized transfers of funds, either directly through the meeting's chat function or in a follow-up email (IC3, 2022). In other variations, scammers compromise employee emails to quietly join internal virtual meetings, collecting information on the business's day-to-day operations (IC3, 2022).

The Consumer Variants

Beyond the office, deepfake technology is increasingly deployed against individual consumers. Scammers use artificial intelligence to generate highly realistic video and audio to impersonate trusted figures, including:

• Law Enforcement and Government Officials: Scammers use AI to appear as real-time law enforcement officers or government representatives on video calls, demanding immediate payment or sensitive personal information to resolve fabricated legal issues (IC3, 2026).
• Family Members in Distress: Using voice cloning technology, scammers emulate the voices of relatives, calling family members (such as grandparents) to claim they are in urgent trouble and need immediate financial assistance (FCC, 2024). To learn more about this specific tactic, read our guide on AI Voice Clone Scams.
• Public Figures and Celebrities: Scammers create deepfake videos of celebrities or political figures to endorse fake charities, promote counterfeit products, or direct users to spoofed websites designed to harvest personal data (FCC, 2024).

The Numbers

The scale of these impersonation schemes is substantial. According to data from the FBI:

• Between January 2025 and July 2026, the IC3 received nearly 61,000 complaints regarding law enforcement or government impersonation scams, with total losses exceeding $1.6 billion (IC3, 2026).
• Since 2020, the FBI has documented more than 4.2 million reports of fraud, representing over $50.5 billion in losses across all scam categories (IC3, 2025).

In response to the rise of voice cloning, the Federal Communications Commission (FCC) unanimously ruled in February 2024 that AI-generated voices in robocalls are classified as "artificial" under the Telephone Consumer Protection Act (TCPA), making such calls illegal without the recipient's prior express consent (FCC, 2024).

Tells That Still Work, and Ones That Are Fading

While AI generation continues to improve, close observation can still reveal technical inconsistencies in deepfake media. When evaluating a live video call or a recorded clip, look for the following clues:

Visual Inconsistencies

• Facial and Body Distortion: Look for blurry or distorted facial features, irregular blinking patterns (blinking too much or not at all), and unnatural-looking hair or teeth (IC3, 2025). Hands, feet, and accessories like glasses or jewelry may also appear distorted or poorly rendered (IC3, 2026).
• Lighting and Shadows: Check if the lighting on the subject matches the background. Unnatural shadows or irregular lighting on the face are common indicators of manipulation (IC3, 2025).

Auditory and Sync Issues

• Audio-to-Video Lag: Watch the speaker's mouth closely. If the audio and video are out of sync, or if there is an unusual lag time during a live conversation, the media may be generated in real time (IC3, 2025) (IC3, 2026).
• Flat Tone: Cloned voices often lack natural emotional inflection, resulting in a flat or unnatural tone (IC3, 2025).

For a deeper dive into analyzing digital media, see our guide on How to Verify Suspicious AI Content.

Red Flags in the Setup

Scammers rely on psychological pressure to bypass your critical thinking. Regardless of how realistic the video or audio appears, the following behavioral patterns are strong indicators of a scam:

• Urgency and Secrecy: The caller pressures you to act immediately, demands that you keep the conversation secret, or insists that you remain on the phone for the duration of the transaction (IC3, 2026).
• Unusual Payment Methods: Government agencies and legitimate businesses will never demand payment via prepaid cards, cryptocurrency, or couriers (IC3, 2026).
• Refusal to Verify: The caller refuses to let you speak to anyone else or discourages you from contacting the organization through official channels (IC3, 2026).

Verification Steps

If you receive a suspicious call or video invitation, take these steps to verify the identity of the sender before sharing any information or funds:

1. Hang Up and Call Back: Do not rely on caller ID, as numbers can be spoofed (FCC, 2024). Look up the organization's official phone number independently and call them directly (FCC, 2024).
2. Establish Family Codewords: Create a unique codeword or phrase with your loved ones to verify their identity during unexpected emergency calls (IC3, 2025).
3. Inspect URLs Carefully: If you are sent a link to a website or a complaint portal, type the official address directly into your browser rather than clicking the link (IC3, 2026). Avoid "sponsored" search engine results, which may lead to spoofed websites (IC3, 2026). Verify that government sites end in .gov (IC3, 2026).
4. Limit Your Digital Footprint: Be mindful of the photos, videos, and voice clips you share publicly online, as these materials can be used to train deepfake models (IC3, 2025).

Workplace Policy That Stops the Executive Version

Organizations can mitigate the risk of virtual meeting scams by establishing clear operational protocols:

• Secondary Verification: Require a secondary communication channel (such as a direct phone call or two-factor authentication) to verify any request to alter financial accounts or initiate wire transfers (IC3, 2022).
• Platform Restrictions: Confirm the legitimacy of any external virtual meeting platforms that are not standard for your office setting (IC3, 2022).
• Email Transparency: Configure employee email clients to display full email extensions, making it easier to spot spoofed domains that mimic internal addresses (IC3, 2022).

Quick Answers

Do government agencies use social media to resolve cases?

No. Agencies like the FBI and the IC3 do not maintain a social media presence for investigating crimes, resolving complaints, or recovering funds. They will never contact you via platforms like Facebook Messenger or Telegram.

What should I do if I suspect a video call is a deepfake?

Disconnect immediately. Do not share personal details, passwords, or financial information. Verify the caller's identity by contacting the organization or individual through a trusted, independently sourced phone number.

How can I report a deepfake scam?

If you have been targeted, contact your financial institution immediately to secure your accounts. File a report with your local police department and submit a complaint to the FBI's Internet Crime Complaint Center at www.ic3.gov.

More Alerts

To protect yourself against other common impersonation tactics, read our analysis of Bank-Impersonation Call and SMS Scams.