Fake-id -

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

: Inaccurate encoding in Machine Readable Zones (MRZ) or PDF417 barcodes.

: This paper addresses the challenge of detecting "Presentation Attack Instruments" (PAIs)—physical fake IDs—while maintaining user privacy. Key Methodology : fake-id

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

: 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

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

According to CPL Learning and Patronscan , technical detection often focuses on: Key Methodology : : Photos taken of an

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