Skip to main content

Fraud Detection Examples

This page provides visual examples of various fraud types that Veryfi's fraud detection system can identify.

Digital Tampering​

Digital tampering detection identifies when fraudsters have digitally altered documents using software like Photoshop.

Before Tampering

Document before digital tampering

After Tampering

Document after digital tampering

Note: On the left, digitally altered characters are indicated with arrows pointing to the manipulated areas. On the right, the blue bounding boxes show the regions detected by Veryfi's digital tampering system.

LCD Photo Detection​

LCD photo detection identifies when documents are photographed from screens (monitors, tablets, phones).

LCD Example 1

LCD photo example 1

LCD Example 2

LCD photo example 2

LCD Example 3

LCD photo example 3

Handwriting Detection​

Handwriting detection identifies when text fields have been manually altered.

Handwriting detection example

Note: The bounding boxes show the regions detected by Veryfi's handwriting detection system.

Screenshot Detection​

Screenshot detection identifies digitally created documents versus paper-based ones.

Paper Document

Paper-based document

Mobile Screenshot

Mobile screenshot example

AI Generated Document Detection​

AI generated document detection identifies images created by artificial intelligence.

AI generated document example

Blur Detection​

The system can also detect image quality issues.

Clear Image

Clear, non-blurry document

Blurry Image

Blurry document example