Fake-id 🔖

: Instead of analyzing a full ID image (which contains sensitive personal data), the researchers proposed an architecture that extracts small "patches" of the ID and uses a "Fake Patch Detector" to identify fraudulent textures or patterns. Types of Attacks Analyzed :

: Physical IDs where specific fields (like date of birth) have been physically altered or covered with fake information. Other Relevant "Long Papers" & Research fake-id

: Variations in size, color, or kerning that don't match official templates. : Instead of analyzing a full ID image

: Peeling laminate, unexpected weight, or lack of laser engraving. : Peeling laminate, unexpected weight, or lack of

: Photos taken of an ID displayed on a high-resolution digital screen.

One of the most comprehensive and recent academic papers on this topic is:

(August 2025): Detailed technical analysis of common physical attack scenarios used to bypass Know Your Customer (KYC) procedures.