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