ChatGPT Image Generator Abused for Fake Passport Production

OpenAI’s ChatGPT image generator has been exploited to create convincing fake passports in mere minutes, highlighting a significant vulnerability in current identity verification systems.

This revelation comes from the 2025 Cato CTRL Threat Report, which underscores the democratization of cybercrime through the advent of generative AI (GenAI) tools like ChatGPT.

Historically, the creation of fake passports required specialized skills and access to underground networks.

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Cybercriminals in the early 2010s relied on tools like Adobe Photoshop and dark web marketplaces to produce these documents.

However, the landscape has shifted dramatically with AI-generated images simplifying the forgery process to the extent that it no longer demands technical expertise or illegal materials.

Now, with just a few prompts, anyone can use platforms like ChatGPT to forge passports, bypassing traditional barriers to entry.

Using ChatGPT’s Image Generator

The process of creating a fake passport using ChatGPT’s image generator is alarmingly straightforward.

Initially, the AI model might refuse to alter images due to privacy and legal concerns.

However, by reframing the request—claiming it’s for a business card styled like a passport—users can bypass these restrictions.

The result is a convincingly altered passport, complete with realistic overlays and stamp placements, all done in minutes without any coding or specialized software.

This ease of forgery has given rise to what Cato CTRL terms the “zero-knowledge threat actor.”

These individuals, lacking traditional cybercrime skills, can now execute sophisticated scams using AI-generated fake identity documents. The implications are vast:

• New Account Fraud: Opening bank accounts, applying for credit cards, or signing up for online services under false identities.
• Account Takeover Fraud: Gaining control of another person’s account through methods like SIM swapping.
• Medical and Insurance Fraud: Altering prescriptions or insurance claims for illicit drug access or fake injury claims.
• Legal and Financial Manipulation: Modifying contracts or employment letters to secure loans or manipulate court proceedings.

The ability of AI to produce hyper-realistic documents has raised significant concerns about the effectiveness of current identity verification processes.

Traditional methods like photo ID uploads and selfies are no longer sufficient on their own.

The industry must adopt more robust verification methods, such as NFC-enabled document authentication, liveness detection to counter deepfakes, and identity solutions anchored to hardware or device-level integrity.

The exploitation of ChatGPT’s image generator for creating fake passports marks a pivotal moment in the evolution of cybercrime.

It underscores the urgent need for organizations to update their fraud detection mechanisms to include defenses against document-based attacks.

This isn’t merely a technological challenge but a human one, requiring education, multi-layered verification, and proactive AI fraud prevention strategies to stay ahead of increasingly sophisticated threats.

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