UniShield: Unified Face Attack Detection via KG-Informed Multimodal Reasoning

Hongrui Li, Yichen Shi, Hongyang Wang +4

Unified face attack detection (UAD) requires recognizing physical spoofing and digital forgery within a shared decision space, yet existing discriminative or prompt-based methods l…