Deepfake Scam: How to Spot AI Video Call Fraud Before It Costs You Money

Table of Contents

• What Is a Deepfake Video Call Scam?
• How Does a Deepfake Scam Work?
• Warning Signs That the Face on Screen Isn’t Real
• The Real-World Impact of Deepfake Fraud
• How to Verify Before Trusting a Call
• What Individuals and Teams Should Do Next
• How Quick Heal Helps Protect Against Deepfake Scams
• FAQs

A familiar face on your screen is not proof that the person calling is genuine. Powered by artificial intelligence, deepfake scams can now replicate a person’s face and voice with astonishing accuracy, making it more difficult to distinguish between real and fake interactions.
The threat is growing rapidly, with reports suggesting that Indians encounter an average of four deepfakes every day. An India-focused study also estimates that deepfake cases have surged by 550% since 2019, with projected losses reaching ₹70,000 crore in 2024. Globally, more than one million deepfake videos were reportedly created in 2024, while over 50 AI-powered apps now enable users to generate realistic face swaps and voice clones.
Combined with publicly available photos, videos, and social media content, these tools have made video call fraud in India easier to execute than ever. This guide explains how these scams work, the warning signs to watch for, and the practical steps you can take to protect yourself.

What Is a Deepfake Video Call Scam?

A deepfake scam uses AI-generated or AI-manipulated video, audio, or both to impersonate a real person. Instead of relying on poorly written messages or suspicious emails, scammers now create convincing video calls that appear to come from trusted individuals, including family members, employers, bank representatives, government officials, or business executives.

Using AI face-swapping and voice-cloning technologies, fraudsters can imitate facial expressions, speech patterns, and even mannerisms with surprising accuracy. Some scams involve pre-recorded videos, while more advanced attacks use real-time AI to create interactive conversations that respond to the victim.

How Does a Deepfake Scam Work?

Although every attack is different, most follow a predictable pattern.

1. Initial Contact: The victim receives a video call, social media message, or invitation from someone who appears familiar or authoritative.
2. Building Trust: The scammer uses an AI-generated face or cloned voice to establish credibility, often referencing personal details gathered from social media.
3. Creating Urgency: The caller claims there is an emergency, confidential business matter, banking issue, or investment opportunity that requires immediate action.
4. Requesting Money or Information: Victims are asked to transfer funds, share OTPs, reveal banking credentials, or download malicious applications.
5. Financial or Data Loss: Once the payment is made or credentials are shared, the scammer disappears, leaving victims with little opportunity to recover their losses.

Emotional manipulation is central to these attacks. Criminals rely on panic, trust, and authority to stop victims from questioning what they see on screen. According to research cited by the Observer Research Foundation (ORF), 47% of Indian adults have either been victims of, or know someone who has been a victim of, an AI voice-cloning or deepfake scam, illustrating how widespread these attacks have become.

Warning Signs That the Face on Screen Isn’t Real

Although AI-generated videos are becoming very realistic, many still leave subtle clues. Common warning signs include:

• Unnatural or infrequent blinking.
• Lip movements that do not perfectly match speech.
• Frozen or overly smooth facial expressions.
• Inconsistent lighting or shadows.
• Pixelation around the face or hairline.
• Audio delays or robotic voice transitions.
• Limited camera movement or refusal to change viewing angles.

Behavioural clues can be just as important. If the caller insists on secrecy, pressures you to act immediately, or asks for money before allowing time to verify their identity, treat the interaction as suspicious.

Research also shows that one in five Indians have encountered a voice-cloning scam involving someone posing as a family member, bank representative, or government official. Recognising these warning signs early can prevent both financial and emotional harm.

The Real-World Impact of Deepfake Fraud

Deepfake-enabled scams are not isolated incidents. They are causing significant financial losses across India.

For Example, a finance worker in Hong Kong was tricked into transferring about US$25.6 million in a deepfake video conference scam. According to McAfee research, 51% of Indians reported losing money to online scams, with the average victim losing ₹93,915. The study also found that around 90% of Indians had been exposed to fake or AI-generated celebrity endorsements, with affected victims reporting average losses of ₹34,500. 

These figures depict how convincing AI-generated deception has become.

How to Verify Before Trusting a Call

The simplest way to avoid a deepfake scam is to never rely on a video call alone when money, confidential information, or urgent requests are involved.

Before taking any action:

• Hang up and call the person back using a number you already know.
• Confirm the request through another channel, such as a text message or email.
• Ask a personal question that only the real person would know.
• Never share OTPs, passwords, or banking credentials during a call.
• Be cautious if the caller insists on secrecy or immediate action.

Most victims are deceived because they respond quickly, not because the technology is impossible to detect. A few minutes spent verifying a request can prevent significant financial losses.

What Individuals and Teams Should Do Next

As deepfake video fraud becomes more sophisticated, prevention requires both personal awareness and organisational safeguards.

For individuals:

• Limit the amount of personal videos and voice recordings you share publicly.
• Be cautious of unexpected video calls from unknown numbers.
• Avoid transferring money based solely on a video conversation.
• Keep your devices and security software updated.

For businesses:

• Introduce callback verification for payment requests.
• Require dual approval for financial transactions.
• Train finance, HR, and leadership teams to recognise AI-enabled impersonation.
• Verify sensitive requests through multiple communication channels.

Maintaining good cyber hygiene is equally important. According to the Quick Heal India Cyber Threat Report 2025, India recorded 369 million malware detections across 8.44 million endpoints, underscoring how AI-enabled fraud is emerging alongside a highly complex cyber threat landscape.

Conclusion

Deepfake technology has transformed digital fraud by making fake faces and voices appear remarkably authentic. Whether it is an AI face swap scam, a cloned voice, or a convincing video call, appearances alone can no longer be trusted.

While awareness remains your strongest defence, technology can provide an additional layer of protection. Quick Heal Total Security, paired with AntiFraud.AI, helps protect users against phishing links, malicious websites, fraudulent applications, and other online scams that often accompany AI-powered fraud attempts. Combined with safe digital habits and strong verification practices, it helps reduce the risk of becoming a victim of evolving cyber threats.

FAQs

How can I identify a deepfake scam?
Look for signs such as unnatural facial movements, lip-sync mismatches, robotic speech, unusual lighting, and requests involving urgency, secrecy, or money.

Can AI really clone someone’s face and voice?
Yes. Modern AI tools can replicate facial expressions, voices, and speech patterns using publicly available photos, videos, and audio recordings.

What should I do if I receive a suspicious video call?
End the call, contact the person through a trusted number or another communication channel, and never transfer money or share sensitive information until you’ve verified their identity.

Who is most commonly impersonated in deepfake scams?
Scammers frequently impersonate family members, business executives, bank representatives, government officials, and celebrities to gain trust.

Can antivirus software stop deepfake scams?
While no security solution can identify every AI-generated video, comprehensive cybersecurity software can help block phishing websites, malicious links, fake applications, and other attack methods commonly used alongside deepfake scams.