2025
Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions
NeurIPS 2025poster
Deepfake detection remains a pressing challenge, particularly in real-world settings where smartphone-captured media from digital screens often introduces Moiré artifacts that can distort detection outcomes. This study systematically evaluates state-of-the-art (SOTA) deepfake detectors on Moiré-affe…