The proliferation escalation of scannable fake identification documents presents a growing 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 technologies are being deployed to enha