Decoupling Bias, Aligning Distributions: Synergistic Fairness Optimization for Deepfake Detection

Feng Ding, Wenhui Yi, Yunpeng Zhou +3

Fairness is a core element in the trustworthy deployment of deepfake detection models, especially in the field of digital identity security. Biases in detection models toward diffe…