The proliferation surge of scannable fake identification documents presents a severe 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 algorithms are being deployed to enhance the