The most widely discussed form of dating app fraud is catfishing — impersonating a real person to deceive a victim romantically. But a more financially sophisticated threat has emerged: the use of fully synthetic AI-generated identities to conduct large-scale fraud operations.

How Synthetic Identity Fraud Works on Dating Platforms

A synthetic identity is not a stolen real identity — it is a fabricated person who does not exist. Using generative AI, fraudsters create complete profiles: a realistic face, a plausible backstory, and a consistent personality designed to build trust rapidly.

These synthetic identities are used to:

• Build romantic relationships with multiple victims simultaneously, across multiple platforms
• Solicit financial transfers under false pretences (emergency funds, travel costs, investment opportunities)
• Recruit victims into money mule schemes, exploiting the emotional bond to make victims witting or unwitting participants in fraud
• Launder proceeds through payment accounts opened using the synthetic identity

Why Platforms Cannot Detect Synthetic Identities

Synthetic identity detection is fundamentally harder than catfish detection. A catfish uses a real person's identity — one that can, in principle, be flagged by a reverse image search or cross-reference. A synthetic identity has no original to trace. There is no real person to compare against.

The only reliable detection method is deepfake detection at the point of identity verification — analysing the biometric submission itself for signs of generative AI synthesis.

The Platform Responsibility Question

Regulators and legislators are beginning to ask whether dating platforms bear responsibility for fraud conducted through their infrastructure. The answer is increasingly yes — particularly where platforms could have implemented identity verification but chose not to.

deepidv enables dating platforms to verify real identity at signup, detect synthetic faces during onboarding, and monitor for account behaviour that deviates from the verified identity. Contact us to learn how we protect platforms and their users.