TECHNOLOGY

Deepfake Detection & Video Injection Prevention

Our AI-based technology combines real-time detection of both video injection attacks and AI-generated deepfakes, ensuring your remote identity verification processes stay ahead of fraudsters.

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The Threat of Deepfakes and Video Injection

Synthetic identity fraud

is the fastest-growing form of identity fraud worldwide. It happens when fraudsters blend real and fabricated personal data to create a completely new identity. With the latest AI tools, these fake identities become more sophisticated and harder to detect.

Deepfakes

make the problem worse. AI-generated videos and images can impersonate real people or invent new ones, looking completely authentic to the human eye. Liveness detection algorithms typically are not trained to spot them.

Video injection attacks

take the deception a step further. To gain unauthorized access to information or services, attackers inject pre-recorded or manipulated video feeds directly into the verification process. These attacks are easily scalable and often go unnoticed until damage is done.

Video injection detection

Fraudsters now mix synthetic identities, deepfakes, and video injection to bypass security checks and commit fraud at scale. Together, these techniques pose a serious challenge to remote identity verification.

That’s why organizations today need a multi-layered defense: liveness detection to confirm real presence, deepfake detection to expose AI-generated content, and video injection detection to verify the authenticity of the camera feed. Only by combining all three can you stay ahead of fraudsters.

Deepfake Detection in Remote Identity Verification

At Innovatrics, we believe that deepfake detection and video injection prevention work best together. Combined with liveness detection, we have developed a multi-layer approach that blocks the most sophisticated fraudulent attempts. 

Video Injection Detection

Innovatrics’ video injection detection blocks attacks at the source. It covers all known attack angles, such as the injection of deepfake videos or photos, camera stream emulation, and network tampering. By authenticating the camera feed itself, we guarantee that only genuine, live video is used in the identity verification process.

Deepfake Detection & Video Injection Prevention

Capture & Encrypt

Our client-side component collects camera information and video frames. All data is encrypted immediately to prevent tampering.

Deepfake Detection & Video Injection Prevention

Secure Transfer

The encrypted feed is sent to our backend, protected against tampering.

Deepfake Detection & Video Injection Prevention

Analysis & Verification

Our algorithms confirm the video comes from a genuine camera. Any trace of video injection, replay, or man-in-the-middle attack is immediately flagged.

video injection prevention

Result

Only verified camera streams continue through onboarding. Suspicious sessions are stopped, preventing fraudulent accounts before they’re created.

Benefits of Deepfake & Video Injection Detection


Real-time fraud prevention

Ensures the right (and real) person is verified, blocking identity fraud before it happens.

Seamless experience

Detection runs in the background of the identity verification, adding no extra friction for users.

Easy integration

The technology integrates via API or mobile & web SDKs and does not require any special hardware.

Deepfake Detection

Our stand-alone deepfake detection models are trained to spot AI-generated faces and face swaps by analyzing the invisible “noise” patterns unique to synthetic images. Highly recommended, especially when video injection detection is not in use, they add an extra layer of security to remote identity verification.

Innovatrics deepfake detection

Capture

The user snaps a selfie. Once liveness is confirmed, deepfake detection automatically begins.

Innovatrics deepfake detection

Analysis

Our AI quickly analyzes the image’s noise patterns.

Innovatrics deepfake detection

Evaluation

Once the deepfake is detected, the onboarding process is rejected.

We understand your challenges

Deepfake Detection & Video Injection Prevention

Secure account opening, transfer authorisations, and user authentication. 

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For developers

Effortless integration
of our identity verification

To make the life of developers as easy as possible, we launched our Developer Portal – a step-by-step guide on how to enhance your projects with powerful facial recognition.

See documentation
Deepfake Detection & Video Injection Prevention

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