# Performance Overview

**Recognito's ID Document Liveness Detection SDK** is a reliable solution for detecting fraudulent identity document presentation. Designed for digital onboarding, it ensures authenticity and prevents misuse with advanced AI capabilities.

## Comprehensive Fraud Detection

• **Screen Replay Attacks:** Detects when a document is presented on a digital screen such as a monitor, tablet, or mobile phone.&#x20;

• **Printed Copy Attacks:** Identifies documents that are photocopied, printed on paper, and cut to size (not applicable for documents originally printed on paper).&#x20;

• **Portrait Replace Attacks:** Recognizes documents with altered facial images, such as overlays or replacements.

## Key Features

1. **Universal Detection Capability**

&#x20;      • Detects document liveness across a wide range of identity documents, globally.&#x20;

&#x20;      • Requires no prior training on document templates, making it universally applicable.&#x20;

2. **Passive, Single-Image Approach**

&#x20;      • Utilizes advanced neural network technology to analyze a single document image.&#x20;

&#x20;      • No complex instructions or changes to existing user interfaces are required, ensuring easy adoption and user convenience.&#x20;

3. **Ease of Integration**

&#x20;      • Flexible Deployment: Deployable on-premises or in your cloud environment using Docker or SDK.

&#x20;      • Seamless API Integration: Works with a single API call and uses the document image already collected during onboarding, ensuring smooth integration into your digital onboarding tech stack.&#x20;

4. **Accuracy and Reliability**

&#x20;      • Near-complete detection accuracy ensures fraud is minimized without compromising the user experience.&#x20;

&#x20;      • Developed by expert data scientists using state-of-the-art neural network models.


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