UniShield: Unified Face Attack Detection via KG-Informed Multimodal Reasoning
arXiv:2605.08709v1 Announce Type: new
Abstract: Unified face attack detection (UAD) requires recognizing physical spoofing and digital forgery within a shared decision space, yet existing discriminative or prompt-based methods largely rely on appearan…