From deepfake movies to real-world fraud: the threat is no longer fiction.
Together with Biometric Update, we’ve compiled the research, data, and threat analysis into a new whitepaper designed for security leaders, fraud teams, and identity architects.
Download the full report to understand how sophisticated fraud works
For years, realistic face manipulation belonged to films like Mission Impossible or Face/Off.
What once required Hollywood budgets now costs less than $6 per month using Fraud-as-a-Service tools powered by generative AI.
Today, the same techniques are being weaponized
by fraudsters.
The Numbers Behind the Threat
Recent data reveals a dramatic acceleration in advanced fraud attempts.
Unico Research (2024-2025). Data based on proprietary analysis of
AI-accelerated fraud attempts and market projections.
Global Fraud Trends:
Increase in sophisticated fraud attempts in 2025
+1082%
Expected growth in 2026 under conservative projections
+150%
Growth in AI-accelerated scenarios
Up to +550%
Anatomy of a Modern Identity Attack
Modern biometric fraud typically falls into two major categories:
Presentation Attacks
(Physical spoofing)
Fraudsters attempt to deceive the device camera using physical artifacts.
Common techniques include:
- Deepfake videos displayed on curved monitors to simulate 3D depth
- Optical manipulation with mirrors to distort reflections and bypass texture analysis
- High-resolution screen playback designed to mimic live behavior
Injection Attacks
(Digital bypass)
Instead of tricking the camera, attackers bypass it completely: In 2025: 45.5% of sophisticated attacks occurred through injection techniques.
Examples include:
- FaceSwap: Overlaying a victim’s facial features onto the attacker.
- Blending: Merging real human traits with victim biometrics to produce a hybrid identity capable of passing weaker verification systems.
These attacks are invisible to traditional camera-based liveness detection.
The Technology Powering the New Fraud Economy
Three technologies are accelerating the rise of sophisticated fraud:
Deepfakes
AI-generated media capable of replicating facial expressions, lip movements, and natural human behavior.
Synthetic Identities
Ghost people” created by combining leaked personal data with AI-generated faces.
Fraud-as-a-Service
Subscription-based criminal toolkits that allow anyone to launch advanced attacks.
