The proliferation escalation of scannable fake identification documents presents a severe challenge for businesses, governments, and individuals. These sophisticated counterfeits can be easily scanned using mobile devices, bypassing traditional security measures. To combat this increasing threat, advanced AI algorithms are being deployed to enhance