PhyLAA-X embeds physics-derived feature volumes into localized artifact attention for improved cross-generator generalization and adversarial robustness in deepfake detection.
Exploring Specular Reflection Inconsistency for Deepfake Detection
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Aletheia: Physics-Conditioned Localized Artifact Attention (PhyLAA-X) for End-to-End Generalizable and Robust Deepfake Video Detection
PhyLAA-X embeds physics-derived feature volumes into localized artifact attention for improved cross-generator generalization and adversarial robustness in deepfake detection.