arxivcs.CVcs.CR2026-07-10
A Dual-Stream Challenge-Response Protocol for Ocular Liveness Verification
Ocular biometric systems face sophisticated presentation attacks, including high-resolution video replays and real-time generative deepfakes, which easily bypass static liveness checks. Current Presentation Attack Detection (PAD) frameworks typically rely on isolated physiologica…