Gourab Das

From Forgeries to Foundation Models: A Systematic Survey of Identity Document Attack and Detection

Gourab Das, Pavan Kumar C, Raghavendra Ramachandra

Identity document forgery has undergone a fundamental capability shift: generative AI tools now enable high-fidelity document synthesis and field-level manipulation with minimal technical expertise, while detection methods remain constrained by benchmarks that do not reflect this…Read more